diff --git a/doc/pub/week12/html/._week12-bs000.html b/doc/pub/week12/html/._week12-bs000.html
index e61e37db..a0552d7d 100644
--- a/doc/pub/week12/html/._week12-bs000.html
+++ b/doc/pub/week12/html/._week12-bs000.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
@@ -481,18 +481,15 @@ <h1>Boltzmann machines and deep learning and discussions of project 2</h1>
 
 <!-- author(s): Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no -->
 <center>
-<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
+<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> 
 </center>
-<!-- institution(s) -->
+<!-- institution -->
 <center>
-[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
-</center>
-<center>
-[2] <b>Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA</b>
+<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
 </center>
 <br>
 <center>
-<h4>April 12</h4>
+<h4>April 11</h4>
 </center> <!-- date -->
 <br>
 
diff --git a/doc/pub/week12/html/._week12-bs001.html b/doc/pub/week12/html/._week12-bs001.html
index 3b8ec405..59ec7e14 100644
--- a/doc/pub/week12/html/._week12-bs001.html
+++ b/doc/pub/week12/html/._week12-bs001.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
@@ -474,7 +474,7 @@
 <p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p> <!-- add vertical space -->
 <a name="part0001"></a>
 <!-- !split -->
-<h2 id="plans-for-the-week-of-april-8-12-2024" class="anchor">Plans for the week of April 8-12, 2024 </h2>
+<h2 id="plans-for-the-week-of-april-7-11-2025" class="anchor">Plans for the week of April 7-11, 2025 </h2>
 
 <div class="panel panel-default">
 <div class="panel-body">
@@ -491,8 +491,8 @@ <h2 id="plans-for-the-week-of-april-8-12-2024" class="anchor">Plans for the week
 <div class="panel-body">
 <!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
 <ul>
-<li> <a href="https://youtu.be/6X9OyQlBJWk" target="_self">Video of lecture</a></li>
-<li> <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_self">Handwritten notes</a></li>
+<li> <a href="https://youtu.be/" target="_self">Video of lecture TBA</a>
+<!-- * <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_self">Handwritten notes</a> --></li>
 </ul>
 </div>
 </div>
diff --git a/doc/pub/week12/html/._week12-bs002.html b/doc/pub/week12/html/._week12-bs002.html
index 04920fd3..5b94644b 100644
--- a/doc/pub/week12/html/._week12-bs002.html
+++ b/doc/pub/week12/html/._week12-bs002.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs003.html b/doc/pub/week12/html/._week12-bs003.html
index fce90e92..0a525b20 100644
--- a/doc/pub/week12/html/._week12-bs003.html
+++ b/doc/pub/week12/html/._week12-bs003.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs004.html b/doc/pub/week12/html/._week12-bs004.html
index 8c5e0a49..296ff0fd 100644
--- a/doc/pub/week12/html/._week12-bs004.html
+++ b/doc/pub/week12/html/._week12-bs004.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs005.html b/doc/pub/week12/html/._week12-bs005.html
index 69d4bd37..d3116bab 100644
--- a/doc/pub/week12/html/._week12-bs005.html
+++ b/doc/pub/week12/html/._week12-bs005.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs006.html b/doc/pub/week12/html/._week12-bs006.html
index 11b338dc..71620582 100644
--- a/doc/pub/week12/html/._week12-bs006.html
+++ b/doc/pub/week12/html/._week12-bs006.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs007.html b/doc/pub/week12/html/._week12-bs007.html
index c4a7cefa..a8e2eb88 100644
--- a/doc/pub/week12/html/._week12-bs007.html
+++ b/doc/pub/week12/html/._week12-bs007.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs008.html b/doc/pub/week12/html/._week12-bs008.html
index 6104ce9d..b84c9519 100644
--- a/doc/pub/week12/html/._week12-bs008.html
+++ b/doc/pub/week12/html/._week12-bs008.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs009.html b/doc/pub/week12/html/._week12-bs009.html
index 1694a72f..e168cc78 100644
--- a/doc/pub/week12/html/._week12-bs009.html
+++ b/doc/pub/week12/html/._week12-bs009.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs010.html b/doc/pub/week12/html/._week12-bs010.html
index c037453d..f4a18603 100644
--- a/doc/pub/week12/html/._week12-bs010.html
+++ b/doc/pub/week12/html/._week12-bs010.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs011.html b/doc/pub/week12/html/._week12-bs011.html
index 9628f283..ab3c03ce 100644
--- a/doc/pub/week12/html/._week12-bs011.html
+++ b/doc/pub/week12/html/._week12-bs011.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs012.html b/doc/pub/week12/html/._week12-bs012.html
index ffdd28a3..abbc89f5 100644
--- a/doc/pub/week12/html/._week12-bs012.html
+++ b/doc/pub/week12/html/._week12-bs012.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs013.html b/doc/pub/week12/html/._week12-bs013.html
index a00a693a..0276856d 100644
--- a/doc/pub/week12/html/._week12-bs013.html
+++ b/doc/pub/week12/html/._week12-bs013.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs014.html b/doc/pub/week12/html/._week12-bs014.html
index 6b80c4fb..d9743ebb 100644
--- a/doc/pub/week12/html/._week12-bs014.html
+++ b/doc/pub/week12/html/._week12-bs014.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs015.html b/doc/pub/week12/html/._week12-bs015.html
index 016ab27a..6fb1fc78 100644
--- a/doc/pub/week12/html/._week12-bs015.html
+++ b/doc/pub/week12/html/._week12-bs015.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs016.html b/doc/pub/week12/html/._week12-bs016.html
index e47fca21..47be5e05 100644
--- a/doc/pub/week12/html/._week12-bs016.html
+++ b/doc/pub/week12/html/._week12-bs016.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs017.html b/doc/pub/week12/html/._week12-bs017.html
index 11b0e611..fcce914f 100644
--- a/doc/pub/week12/html/._week12-bs017.html
+++ b/doc/pub/week12/html/._week12-bs017.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs018.html b/doc/pub/week12/html/._week12-bs018.html
index d89f386b..9c149333 100644
--- a/doc/pub/week12/html/._week12-bs018.html
+++ b/doc/pub/week12/html/._week12-bs018.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs019.html b/doc/pub/week12/html/._week12-bs019.html
index efe0ba41..e20b4c7a 100644
--- a/doc/pub/week12/html/._week12-bs019.html
+++ b/doc/pub/week12/html/._week12-bs019.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs020.html b/doc/pub/week12/html/._week12-bs020.html
index 17a838a5..74034215 100644
--- a/doc/pub/week12/html/._week12-bs020.html
+++ b/doc/pub/week12/html/._week12-bs020.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs021.html b/doc/pub/week12/html/._week12-bs021.html
index 5c617e57..5ee3f4f6 100644
--- a/doc/pub/week12/html/._week12-bs021.html
+++ b/doc/pub/week12/html/._week12-bs021.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs022.html b/doc/pub/week12/html/._week12-bs022.html
index e1fed07c..fa69fef8 100644
--- a/doc/pub/week12/html/._week12-bs022.html
+++ b/doc/pub/week12/html/._week12-bs022.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs023.html b/doc/pub/week12/html/._week12-bs023.html
index 8a3893fb..3c759b4f 100644
--- a/doc/pub/week12/html/._week12-bs023.html
+++ b/doc/pub/week12/html/._week12-bs023.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs024.html b/doc/pub/week12/html/._week12-bs024.html
index 4324e1fe..c0dcfced 100644
--- a/doc/pub/week12/html/._week12-bs024.html
+++ b/doc/pub/week12/html/._week12-bs024.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs025.html b/doc/pub/week12/html/._week12-bs025.html
index eaa8d901..61897c10 100644
--- a/doc/pub/week12/html/._week12-bs025.html
+++ b/doc/pub/week12/html/._week12-bs025.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs026.html b/doc/pub/week12/html/._week12-bs026.html
index a0b4e868..d05107b6 100644
--- a/doc/pub/week12/html/._week12-bs026.html
+++ b/doc/pub/week12/html/._week12-bs026.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs027.html b/doc/pub/week12/html/._week12-bs027.html
index 709daf1a..e7fb1c8c 100644
--- a/doc/pub/week12/html/._week12-bs027.html
+++ b/doc/pub/week12/html/._week12-bs027.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs028.html b/doc/pub/week12/html/._week12-bs028.html
index c9608017..369e7a56 100644
--- a/doc/pub/week12/html/._week12-bs028.html
+++ b/doc/pub/week12/html/._week12-bs028.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs029.html b/doc/pub/week12/html/._week12-bs029.html
index 2c665ab6..fc1db27d 100644
--- a/doc/pub/week12/html/._week12-bs029.html
+++ b/doc/pub/week12/html/._week12-bs029.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs030.html b/doc/pub/week12/html/._week12-bs030.html
index a82f3903..76dc29ba 100644
--- a/doc/pub/week12/html/._week12-bs030.html
+++ b/doc/pub/week12/html/._week12-bs030.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs031.html b/doc/pub/week12/html/._week12-bs031.html
index 8070312f..a5a007c6 100644
--- a/doc/pub/week12/html/._week12-bs031.html
+++ b/doc/pub/week12/html/._week12-bs031.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs032.html b/doc/pub/week12/html/._week12-bs032.html
index be40e0f2..01685909 100644
--- a/doc/pub/week12/html/._week12-bs032.html
+++ b/doc/pub/week12/html/._week12-bs032.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs033.html b/doc/pub/week12/html/._week12-bs033.html
index 1a93fe51..330d1d06 100644
--- a/doc/pub/week12/html/._week12-bs033.html
+++ b/doc/pub/week12/html/._week12-bs033.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs034.html b/doc/pub/week12/html/._week12-bs034.html
index 75b8fe32..191e55b6 100644
--- a/doc/pub/week12/html/._week12-bs034.html
+++ b/doc/pub/week12/html/._week12-bs034.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs035.html b/doc/pub/week12/html/._week12-bs035.html
index c8254ad9..78b514d3 100644
--- a/doc/pub/week12/html/._week12-bs035.html
+++ b/doc/pub/week12/html/._week12-bs035.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs036.html b/doc/pub/week12/html/._week12-bs036.html
index c83cd14d..a19fd228 100644
--- a/doc/pub/week12/html/._week12-bs036.html
+++ b/doc/pub/week12/html/._week12-bs036.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs037.html b/doc/pub/week12/html/._week12-bs037.html
index 8c4124e7..6c55f430 100644
--- a/doc/pub/week12/html/._week12-bs037.html
+++ b/doc/pub/week12/html/._week12-bs037.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs038.html b/doc/pub/week12/html/._week12-bs038.html
index b604a55d..40f15882 100644
--- a/doc/pub/week12/html/._week12-bs038.html
+++ b/doc/pub/week12/html/._week12-bs038.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs039.html b/doc/pub/week12/html/._week12-bs039.html
index 9e5f663e..138defff 100644
--- a/doc/pub/week12/html/._week12-bs039.html
+++ b/doc/pub/week12/html/._week12-bs039.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs040.html b/doc/pub/week12/html/._week12-bs040.html
index f556ddfd..ee25f3f7 100644
--- a/doc/pub/week12/html/._week12-bs040.html
+++ b/doc/pub/week12/html/._week12-bs040.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs041.html b/doc/pub/week12/html/._week12-bs041.html
index 4505b94e..1de0b8f4 100644
--- a/doc/pub/week12/html/._week12-bs041.html
+++ b/doc/pub/week12/html/._week12-bs041.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs042.html b/doc/pub/week12/html/._week12-bs042.html
index 3c327090..ffd82785 100644
--- a/doc/pub/week12/html/._week12-bs042.html
+++ b/doc/pub/week12/html/._week12-bs042.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs043.html b/doc/pub/week12/html/._week12-bs043.html
index 45e59f20..7c643bcb 100644
--- a/doc/pub/week12/html/._week12-bs043.html
+++ b/doc/pub/week12/html/._week12-bs043.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs044.html b/doc/pub/week12/html/._week12-bs044.html
index 9d474085..68b1e1c8 100644
--- a/doc/pub/week12/html/._week12-bs044.html
+++ b/doc/pub/week12/html/._week12-bs044.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs045.html b/doc/pub/week12/html/._week12-bs045.html
index 41443391..2f605307 100644
--- a/doc/pub/week12/html/._week12-bs045.html
+++ b/doc/pub/week12/html/._week12-bs045.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs046.html b/doc/pub/week12/html/._week12-bs046.html
index c551bd30..b0ff0830 100644
--- a/doc/pub/week12/html/._week12-bs046.html
+++ b/doc/pub/week12/html/._week12-bs046.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs047.html b/doc/pub/week12/html/._week12-bs047.html
index 8d0c8ef3..6bbaddaa 100644
--- a/doc/pub/week12/html/._week12-bs047.html
+++ b/doc/pub/week12/html/._week12-bs047.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs048.html b/doc/pub/week12/html/._week12-bs048.html
index 05924bda..cbc1d69c 100644
--- a/doc/pub/week12/html/._week12-bs048.html
+++ b/doc/pub/week12/html/._week12-bs048.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs049.html b/doc/pub/week12/html/._week12-bs049.html
index a9ff1bc1..7eeaae0c 100644
--- a/doc/pub/week12/html/._week12-bs049.html
+++ b/doc/pub/week12/html/._week12-bs049.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs050.html b/doc/pub/week12/html/._week12-bs050.html
index 4abc68f2..ea39062e 100644
--- a/doc/pub/week12/html/._week12-bs050.html
+++ b/doc/pub/week12/html/._week12-bs050.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs051.html b/doc/pub/week12/html/._week12-bs051.html
index bcd1e1db..4b81c464 100644
--- a/doc/pub/week12/html/._week12-bs051.html
+++ b/doc/pub/week12/html/._week12-bs051.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs052.html b/doc/pub/week12/html/._week12-bs052.html
index 1572c987..14c8908f 100644
--- a/doc/pub/week12/html/._week12-bs052.html
+++ b/doc/pub/week12/html/._week12-bs052.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs053.html b/doc/pub/week12/html/._week12-bs053.html
index 7bf949b2..9e26f709 100644
--- a/doc/pub/week12/html/._week12-bs053.html
+++ b/doc/pub/week12/html/._week12-bs053.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs054.html b/doc/pub/week12/html/._week12-bs054.html
index 0ed09e4c..7b3ff5f4 100644
--- a/doc/pub/week12/html/._week12-bs054.html
+++ b/doc/pub/week12/html/._week12-bs054.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs055.html b/doc/pub/week12/html/._week12-bs055.html
index dc00e6cd..34089007 100644
--- a/doc/pub/week12/html/._week12-bs055.html
+++ b/doc/pub/week12/html/._week12-bs055.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs056.html b/doc/pub/week12/html/._week12-bs056.html
index 0bdcfb51..a3c1cd11 100644
--- a/doc/pub/week12/html/._week12-bs056.html
+++ b/doc/pub/week12/html/._week12-bs056.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs057.html b/doc/pub/week12/html/._week12-bs057.html
index 4f066cda..d554d790 100644
--- a/doc/pub/week12/html/._week12-bs057.html
+++ b/doc/pub/week12/html/._week12-bs057.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs058.html b/doc/pub/week12/html/._week12-bs058.html
index ab50c6f6..a286658d 100644
--- a/doc/pub/week12/html/._week12-bs058.html
+++ b/doc/pub/week12/html/._week12-bs058.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs059.html b/doc/pub/week12/html/._week12-bs059.html
index e9c39bb7..1ab74313 100644
--- a/doc/pub/week12/html/._week12-bs059.html
+++ b/doc/pub/week12/html/._week12-bs059.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs060.html b/doc/pub/week12/html/._week12-bs060.html
index fd0fb633..36b1f733 100644
--- a/doc/pub/week12/html/._week12-bs060.html
+++ b/doc/pub/week12/html/._week12-bs060.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs061.html b/doc/pub/week12/html/._week12-bs061.html
index 0b56e507..e47a7d2e 100644
--- a/doc/pub/week12/html/._week12-bs061.html
+++ b/doc/pub/week12/html/._week12-bs061.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs062.html b/doc/pub/week12/html/._week12-bs062.html
index fa563a73..758d91a8 100644
--- a/doc/pub/week12/html/._week12-bs062.html
+++ b/doc/pub/week12/html/._week12-bs062.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs063.html b/doc/pub/week12/html/._week12-bs063.html
index 10cc9536..dc311911 100644
--- a/doc/pub/week12/html/._week12-bs063.html
+++ b/doc/pub/week12/html/._week12-bs063.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs064.html b/doc/pub/week12/html/._week12-bs064.html
index ab009dd8..c14ed43d 100644
--- a/doc/pub/week12/html/._week12-bs064.html
+++ b/doc/pub/week12/html/._week12-bs064.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs065.html b/doc/pub/week12/html/._week12-bs065.html
index 38ee57a5..4089e317 100644
--- a/doc/pub/week12/html/._week12-bs065.html
+++ b/doc/pub/week12/html/._week12-bs065.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs066.html b/doc/pub/week12/html/._week12-bs066.html
index 3492f6d9..5ab58f82 100644
--- a/doc/pub/week12/html/._week12-bs066.html
+++ b/doc/pub/week12/html/._week12-bs066.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs067.html b/doc/pub/week12/html/._week12-bs067.html
index 6277eb60..b45ccbc6 100644
--- a/doc/pub/week12/html/._week12-bs067.html
+++ b/doc/pub/week12/html/._week12-bs067.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs068.html b/doc/pub/week12/html/._week12-bs068.html
index 421c6849..b7a933e0 100644
--- a/doc/pub/week12/html/._week12-bs068.html
+++ b/doc/pub/week12/html/._week12-bs068.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs069.html b/doc/pub/week12/html/._week12-bs069.html
index be14829e..07abba68 100644
--- a/doc/pub/week12/html/._week12-bs069.html
+++ b/doc/pub/week12/html/._week12-bs069.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs070.html b/doc/pub/week12/html/._week12-bs070.html
index f262257e..df8eeb12 100644
--- a/doc/pub/week12/html/._week12-bs070.html
+++ b/doc/pub/week12/html/._week12-bs070.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs071.html b/doc/pub/week12/html/._week12-bs071.html
index 84b7e917..b3d9e250 100644
--- a/doc/pub/week12/html/._week12-bs071.html
+++ b/doc/pub/week12/html/._week12-bs071.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs072.html b/doc/pub/week12/html/._week12-bs072.html
index 2e41a403..2e112cfd 100644
--- a/doc/pub/week12/html/._week12-bs072.html
+++ b/doc/pub/week12/html/._week12-bs072.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs073.html b/doc/pub/week12/html/._week12-bs073.html
index 66f51712..8260649a 100644
--- a/doc/pub/week12/html/._week12-bs073.html
+++ b/doc/pub/week12/html/._week12-bs073.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs074.html b/doc/pub/week12/html/._week12-bs074.html
index d4980269..b952ea25 100644
--- a/doc/pub/week12/html/._week12-bs074.html
+++ b/doc/pub/week12/html/._week12-bs074.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs075.html b/doc/pub/week12/html/._week12-bs075.html
index 9c7dec9c..aad94bea 100644
--- a/doc/pub/week12/html/._week12-bs075.html
+++ b/doc/pub/week12/html/._week12-bs075.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs076.html b/doc/pub/week12/html/._week12-bs076.html
index 3009b7a4..cc89e313 100644
--- a/doc/pub/week12/html/._week12-bs076.html
+++ b/doc/pub/week12/html/._week12-bs076.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs077.html b/doc/pub/week12/html/._week12-bs077.html
index b4f54ee2..148c8a3d 100644
--- a/doc/pub/week12/html/._week12-bs077.html
+++ b/doc/pub/week12/html/._week12-bs077.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs078.html b/doc/pub/week12/html/._week12-bs078.html
index 0432cd95..618bcc49 100644
--- a/doc/pub/week12/html/._week12-bs078.html
+++ b/doc/pub/week12/html/._week12-bs078.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs079.html b/doc/pub/week12/html/._week12-bs079.html
index 704bca69..5889e114 100644
--- a/doc/pub/week12/html/._week12-bs079.html
+++ b/doc/pub/week12/html/._week12-bs079.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs080.html b/doc/pub/week12/html/._week12-bs080.html
index 5bf012d1..9c676298 100644
--- a/doc/pub/week12/html/._week12-bs080.html
+++ b/doc/pub/week12/html/._week12-bs080.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs081.html b/doc/pub/week12/html/._week12-bs081.html
index 6e38b4f8..5abc3700 100644
--- a/doc/pub/week12/html/._week12-bs081.html
+++ b/doc/pub/week12/html/._week12-bs081.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs082.html b/doc/pub/week12/html/._week12-bs082.html
index f59db195..a04078a3 100644
--- a/doc/pub/week12/html/._week12-bs082.html
+++ b/doc/pub/week12/html/._week12-bs082.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs083.html b/doc/pub/week12/html/._week12-bs083.html
index ea5b3ac6..5e7ce7fc 100644
--- a/doc/pub/week12/html/._week12-bs083.html
+++ b/doc/pub/week12/html/._week12-bs083.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs084.html b/doc/pub/week12/html/._week12-bs084.html
index 3f0dd781..2d81ad68 100644
--- a/doc/pub/week12/html/._week12-bs084.html
+++ b/doc/pub/week12/html/._week12-bs084.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs085.html b/doc/pub/week12/html/._week12-bs085.html
index 7719c4e9..6d21b28b 100644
--- a/doc/pub/week12/html/._week12-bs085.html
+++ b/doc/pub/week12/html/._week12-bs085.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs086.html b/doc/pub/week12/html/._week12-bs086.html
index 81aba473..f8c0b3f4 100644
--- a/doc/pub/week12/html/._week12-bs086.html
+++ b/doc/pub/week12/html/._week12-bs086.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs087.html b/doc/pub/week12/html/._week12-bs087.html
index 089a5302..3ee66601 100644
--- a/doc/pub/week12/html/._week12-bs087.html
+++ b/doc/pub/week12/html/._week12-bs087.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs088.html b/doc/pub/week12/html/._week12-bs088.html
index 22b9c954..1d19f153 100644
--- a/doc/pub/week12/html/._week12-bs088.html
+++ b/doc/pub/week12/html/._week12-bs088.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs089.html b/doc/pub/week12/html/._week12-bs089.html
index a71bd52e..6588e5c9 100644
--- a/doc/pub/week12/html/._week12-bs089.html
+++ b/doc/pub/week12/html/._week12-bs089.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs090.html b/doc/pub/week12/html/._week12-bs090.html
index 64db478e..ca4fb181 100644
--- a/doc/pub/week12/html/._week12-bs090.html
+++ b/doc/pub/week12/html/._week12-bs090.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs091.html b/doc/pub/week12/html/._week12-bs091.html
index 30219b2b..7d4b9157 100644
--- a/doc/pub/week12/html/._week12-bs091.html
+++ b/doc/pub/week12/html/._week12-bs091.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs092.html b/doc/pub/week12/html/._week12-bs092.html
index 1059a6cb..58fd0044 100644
--- a/doc/pub/week12/html/._week12-bs092.html
+++ b/doc/pub/week12/html/._week12-bs092.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs093.html b/doc/pub/week12/html/._week12-bs093.html
index 2e306951..667b5d98 100644
--- a/doc/pub/week12/html/._week12-bs093.html
+++ b/doc/pub/week12/html/._week12-bs093.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs094.html b/doc/pub/week12/html/._week12-bs094.html
index 754acfcd..5e95bc3a 100644
--- a/doc/pub/week12/html/._week12-bs094.html
+++ b/doc/pub/week12/html/._week12-bs094.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs095.html b/doc/pub/week12/html/._week12-bs095.html
index b12a8457..18f83b13 100644
--- a/doc/pub/week12/html/._week12-bs095.html
+++ b/doc/pub/week12/html/._week12-bs095.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs096.html b/doc/pub/week12/html/._week12-bs096.html
index 015807ba..22ccd95f 100644
--- a/doc/pub/week12/html/._week12-bs096.html
+++ b/doc/pub/week12/html/._week12-bs096.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs097.html b/doc/pub/week12/html/._week12-bs097.html
index adacca85..2afa3663 100644
--- a/doc/pub/week12/html/._week12-bs097.html
+++ b/doc/pub/week12/html/._week12-bs097.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs098.html b/doc/pub/week12/html/._week12-bs098.html
index 1adabd23..c24ec2f9 100644
--- a/doc/pub/week12/html/._week12-bs098.html
+++ b/doc/pub/week12/html/._week12-bs098.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs099.html b/doc/pub/week12/html/._week12-bs099.html
index 7adb1fe9..27a0d7f3 100644
--- a/doc/pub/week12/html/._week12-bs099.html
+++ b/doc/pub/week12/html/._week12-bs099.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs100.html b/doc/pub/week12/html/._week12-bs100.html
index 88ab5217..65ac4bf8 100644
--- a/doc/pub/week12/html/._week12-bs100.html
+++ b/doc/pub/week12/html/._week12-bs100.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs101.html b/doc/pub/week12/html/._week12-bs101.html
index aa6c3925..3333a790 100644
--- a/doc/pub/week12/html/._week12-bs101.html
+++ b/doc/pub/week12/html/._week12-bs101.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs102.html b/doc/pub/week12/html/._week12-bs102.html
index a69abe15..e9e4cd6c 100644
--- a/doc/pub/week12/html/._week12-bs102.html
+++ b/doc/pub/week12/html/._week12-bs102.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs103.html b/doc/pub/week12/html/._week12-bs103.html
index 72180ec3..5f3eae16 100644
--- a/doc/pub/week12/html/._week12-bs103.html
+++ b/doc/pub/week12/html/._week12-bs103.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs104.html b/doc/pub/week12/html/._week12-bs104.html
index 27ee1065..579f6d33 100644
--- a/doc/pub/week12/html/._week12-bs104.html
+++ b/doc/pub/week12/html/._week12-bs104.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs105.html b/doc/pub/week12/html/._week12-bs105.html
index 25496b11..ea98eeab 100644
--- a/doc/pub/week12/html/._week12-bs105.html
+++ b/doc/pub/week12/html/._week12-bs105.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/._week12-bs106.html b/doc/pub/week12/html/._week12-bs106.html
index b5d99765..7db727c6 100644
--- a/doc/pub/week12/html/._week12-bs106.html
+++ b/doc/pub/week12/html/._week12-bs106.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
diff --git a/doc/pub/week12/html/week12-bs.html b/doc/pub/week12/html/week12-bs.html
index e61e37db..a0552d7d 100644
--- a/doc/pub/week12/html/week12-bs.html
+++ b/doc/pub/week12/html/week12-bs.html
@@ -36,10 +36,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -357,7 +357,7 @@
       <li class="dropdown">
         <a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
         <ul class="dropdown-menu">
-     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-8-12-2024" style="font-size: 80%;">Plans for the week of April 8-12, 2024</a></li>
+     <!-- navigation toc: --> <li><a href="._week12-bs001.html#plans-for-the-week-of-april-7-11-2025" style="font-size: 80%;">Plans for the week of April 7-11, 2025</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs002.html#energy-models" style="font-size: 80%;">Energy models</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs003.html#probability-model" style="font-size: 80%;">Probability model</a></li>
      <!-- navigation toc: --> <li><a href="._week12-bs004.html#marginal-and-conditional-probabilities" style="font-size: 80%;">Marginal and conditional probabilities</a></li>
@@ -481,18 +481,15 @@ <h1>Boltzmann machines and deep learning and discussions of project 2</h1>
 
 <!-- author(s): Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no -->
 <center>
-<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
+<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> 
 </center>
-<!-- institution(s) -->
+<!-- institution -->
 <center>
-[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
-</center>
-<center>
-[2] <b>Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA</b>
+<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
 </center>
 <br>
 <center>
-<h4>April 12</h4>
+<h4>April 11</h4>
 </center> <!-- date -->
 <br>
 
diff --git a/doc/pub/week12/html/week12-reveal.html b/doc/pub/week12/html/week12-reveal.html
index 97aa0c87..b088accb 100644
--- a/doc/pub/week12/html/week12-reveal.html
+++ b/doc/pub/week12/html/week12-reveal.html
@@ -173,18 +173,15 @@ <h1 style="text-align: center;">Boltzmann machines and deep learning and discuss
 
 <!-- author(s): Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no -->
 <center>
-<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
+<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> 
 </center>
-<!-- institution(s) -->
+<!-- institution -->
 <center>
-[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
-</center>
-<center>
-[2] <b>Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA</b>
+<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
 </center>
 <br>
 <center>
-<h4>April 12</h4>
+<h4>April 11</h4>
 </center> <!-- date -->
 <br>
 
@@ -195,7 +192,7 @@ <h4>April 12</h4>
 </section>
 
 <section>
-<h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12, 2024 </h2>
+<h2 id="plans-for-the-week-of-april-7-11-2025">Plans for the week of April 7-11, 2025 </h2>
 
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
@@ -211,8 +208,8 @@ <h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12,
 <b></b>
 <p>
 <ul>
-<p><li> <a href="https://youtu.be/6X9OyQlBJWk" target="_blank">Video of lecture</a></li>
-<p><li> <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a></li>
+<p><li> <a href="https://youtu.be/" target="_blank">Video of lecture TBA</a>
+<!-- * <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a> --></li>
 </ul>
 </div>
 </section>
diff --git a/doc/pub/week12/html/week12-solarized.html b/doc/pub/week12/html/week12-solarized.html
index 53a552cb..a6664a1c 100644
--- a/doc/pub/week12/html/week12-solarized.html
+++ b/doc/pub/week12/html/week12-solarized.html
@@ -63,10 +63,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -376,23 +376,20 @@ <h1>Boltzmann machines and deep learning and discussions of project 2</h1>
 
 <!-- author(s): Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no -->
 <center>
-<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
+<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> 
 </center>
-<!-- institution(s) -->
+<!-- institution -->
 <center>
-[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
-</center>
-<center>
-[2] <b>Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA</b>
+<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
 </center>
 <br>
 <center>
-<h4>April 12</h4>
+<h4>April 11</h4>
 </center> <!-- date -->
 <br>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12, 2024 </h2>
+<h2 id="plans-for-the-week-of-april-7-11-2025">Plans for the week of April 7-11, 2025 </h2>
 
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
@@ -408,8 +405,8 @@ <h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12,
 <b></b>
 <p>
 <ul>
-<li> <a href="https://youtu.be/6X9OyQlBJWk" target="_blank">Video of lecture</a></li>
-<li> <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a></li>
+<li> <a href="https://youtu.be/" target="_blank">Video of lecture TBA</a>
+<!-- * <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a> --></li>
 </ul>
 </div>
 
diff --git a/doc/pub/week12/html/week12.html b/doc/pub/week12/html/week12.html
index 0c57a060..a695d7e0 100644
--- a/doc/pub/week12/html/week12.html
+++ b/doc/pub/week12/html/week12.html
@@ -140,10 +140,10 @@
 
 <!-- tocinfo
 {'highest level': 2,
- 'sections': [('Plans for the week of April 8-12, 2024',
+ 'sections': [('Plans for the week of April 7-11, 2025',
                2,
                None,
-               'plans-for-the-week-of-april-8-12-2024'),
+               'plans-for-the-week-of-april-7-11-2025'),
               ('Energy models', 2, None, 'energy-models'),
               ('Probability model', 2, None, 'probability-model'),
               ('Marginal and conditional probabilities',
@@ -453,23 +453,20 @@ <h1>Boltzmann machines and deep learning and discussions of project 2</h1>
 
 <!-- author(s): Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no -->
 <center>
-<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> [1, 2]
+<b>Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no</b> 
 </center>
-<!-- institution(s) -->
+<!-- institution -->
 <center>
-[1] <b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
-</center>
-<center>
-[2] <b>Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA</b>
+<b>Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway</b>
 </center>
 <br>
 <center>
-<h4>April 12</h4>
+<h4>April 11</h4>
 </center> <!-- date -->
 <br>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12, 2024 </h2>
+<h2 id="plans-for-the-week-of-april-7-11-2025">Plans for the week of April 7-11, 2025 </h2>
 
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
@@ -485,8 +482,8 @@ <h2 id="plans-for-the-week-of-april-8-12-2024">Plans for the week of April 8-12,
 <b></b>
 <p>
 <ul>
-<li> <a href="https://youtu.be/6X9OyQlBJWk" target="_blank">Video of lecture</a></li>
-<li> <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a></li>
+<li> <a href="https://youtu.be/" target="_blank">Video of lecture TBA</a>
+<!-- * <a href="https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf" target="_blank">Handwritten notes</a> --></li>
 </ul>
 </div>
 
diff --git a/doc/pub/week12/ipynb/ipynb-week12-src.tar.gz b/doc/pub/week12/ipynb/ipynb-week12-src.tar.gz
index a2b4ef73..ab162e8b 100644
Binary files a/doc/pub/week12/ipynb/ipynb-week12-src.tar.gz and b/doc/pub/week12/ipynb/ipynb-week12-src.tar.gz differ
diff --git a/doc/pub/week12/ipynb/week12.ipynb b/doc/pub/week12/ipynb/week12.ipynb
index 87cc1229..e79a5a04 100644
--- a/doc/pub/week12/ipynb/week12.ipynb
+++ b/doc/pub/week12/ipynb/week12.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "f796646d",
+   "id": "55e7b514",
    "metadata": {
     "editable": true
    },
@@ -14,38 +14,37 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7c353ab3",
+   "id": "d1f78d10",
    "metadata": {
     "editable": true
    },
    "source": [
     "# Boltzmann machines and deep learning and discussions of project 2\n",
-    "**Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no**, Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway and Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA\n",
+    "**Morten Hjorth-Jensen  Email morten.hjorth-jensen@fys.uio.no**, Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway\n",
     "\n",
-    "Date: **April 12**"
+    "Date: **April 11**"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "416d0d45",
+   "id": "ef4f9cb7",
    "metadata": {
     "editable": true
    },
    "source": [
-    "## Plans for the week of April 8-12, 2024\n",
+    "## Plans for the week of April 7-11, 2025\n",
     "\n",
     "1. Neural Networks and Boltzmann Machines\n",
     "\n",
     "2. If time, start discussion on how to implement Slater determinants, see last part of slides. This topic will be continued next week.\n",
     "\n",
-    "* [Video of lecture](https://youtu.be/6X9OyQlBJWk)\n",
-    "\n",
-    "* [Handwritten notes](https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf)"
+    "* [Video of lecture TBA](https://youtu.be/)\n",
+    "<!-- * [Handwritten notes](https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf) -->"
    ]
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   {
    "cell_type": "markdown",
-   "id": "71556fe5",
+   "id": "3d82a11a",
    "metadata": {
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@@ -57,7 +56,7 @@
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   {
    "cell_type": "markdown",
-   "id": "b91bc82d",
+   "id": "76146183",
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@@ -69,7 +68,7 @@
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   {
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-   "id": "08e60b6e",
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@@ -82,7 +81,7 @@
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+   "id": "e08f16c6",
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@@ -94,7 +93,7 @@
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-   "id": "554fa50a",
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@@ -106,7 +105,7 @@
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-   "id": "dbd19c59",
+   "id": "a3b52294",
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@@ -120,7 +119,7 @@
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-   "id": "35376602",
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@@ -132,7 +131,7 @@
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-   "id": "052efba7",
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@@ -144,7 +143,7 @@
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@@ -156,7 +155,7 @@
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@@ -166,7 +165,7 @@
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@@ -178,7 +177,7 @@
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@@ -193,7 +192,7 @@
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@@ -205,7 +204,7 @@
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@@ -215,7 +214,7 @@
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@@ -227,7 +226,7 @@
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-   "id": "db353318",
+   "id": "a77d3c50",
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@@ -240,7 +239,7 @@
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@@ -252,7 +251,7 @@
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@@ -264,7 +263,7 @@
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@@ -274,7 +273,7 @@
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@@ -286,7 +285,7 @@
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@@ -298,7 +297,7 @@
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@@ -310,7 +309,7 @@
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@@ -321,7 +320,7 @@
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@@ -333,7 +332,7 @@
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@@ -347,7 +346,7 @@
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@@ -359,7 +358,7 @@
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@@ -369,7 +368,7 @@
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@@ -381,7 +380,7 @@
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@@ -392,7 +391,7 @@
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@@ -404,7 +403,7 @@
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@@ -415,7 +414,7 @@
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@@ -427,7 +426,7 @@
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@@ -439,7 +438,7 @@
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@@ -449,7 +448,7 @@
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@@ -460,7 +459,7 @@
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-   "id": "370dd723",
+   "id": "c032ea5d",
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@@ -472,7 +471,7 @@
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@@ -482,7 +481,7 @@
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@@ -494,7 +493,7 @@
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@@ -506,7 +505,7 @@
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@@ -518,7 +517,7 @@
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@@ -530,7 +529,7 @@
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@@ -542,7 +541,7 @@
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@@ -552,7 +551,7 @@
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@@ -564,7 +563,7 @@
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@@ -574,7 +573,7 @@
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@@ -586,7 +585,7 @@
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@@ -600,7 +599,7 @@
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@@ -612,7 +611,7 @@
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@@ -624,7 +623,7 @@
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@@ -634,7 +633,7 @@
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@@ -646,7 +645,7 @@
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@@ -657,7 +656,7 @@
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@@ -669,7 +668,7 @@
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@@ -681,7 +680,7 @@
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@@ -691,7 +690,7 @@
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@@ -706,7 +705,7 @@
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@@ -718,7 +717,7 @@
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@@ -728,7 +727,7 @@
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@@ -740,7 +739,7 @@
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@@ -750,7 +749,7 @@
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@@ -762,7 +761,7 @@
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@@ -782,7 +781,7 @@
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@@ -804,7 +803,7 @@
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@@ -821,7 +820,7 @@
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@@ -836,7 +835,7 @@
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@@ -851,7 +850,7 @@
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@@ -865,7 +864,7 @@
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@@ -882,7 +881,7 @@
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@@ -902,7 +901,7 @@
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@@ -914,7 +913,7 @@
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@@ -928,7 +927,7 @@
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@@ -938,7 +937,7 @@
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@@ -952,7 +951,7 @@
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@@ -962,7 +961,7 @@
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@@ -979,7 +978,7 @@
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@@ -995,7 +994,7 @@
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@@ -1009,7 +1008,7 @@
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@@ -1019,7 +1018,7 @@
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@@ -1031,7 +1030,7 @@
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@@ -1045,7 +1044,7 @@
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@@ -1055,7 +1054,7 @@
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@@ -1075,7 +1074,7 @@
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@@ -1090,7 +1089,7 @@
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@@ -1101,7 +1100,7 @@
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@@ -1113,7 +1112,7 @@
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@@ -1127,7 +1126,7 @@
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@@ -1137,7 +1136,7 @@
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@@ -1148,7 +1147,7 @@
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@@ -1165,7 +1164,7 @@
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@@ -1177,7 +1176,7 @@
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@@ -1191,7 +1190,7 @@
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@@ -1201,7 +1200,7 @@
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@@ -1215,7 +1214,7 @@
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@@ -1232,7 +1231,7 @@
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@@ -1243,7 +1242,7 @@
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@@ -1259,7 +1258,7 @@
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@@ -1269,7 +1268,7 @@
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@@ -1287,7 +1286,7 @@
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@@ -1301,7 +1300,7 @@
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@@ -1315,7 +1314,7 @@
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@@ -1336,7 +1335,7 @@
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@@ -1357,7 +1356,7 @@
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@@ -1372,7 +1371,7 @@
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@@ -1388,7 +1387,7 @@
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@@ -1398,7 +1397,7 @@
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@@ -1410,7 +1409,7 @@
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@@ -1427,7 +1426,7 @@
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@@ -1448,7 +1447,7 @@
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@@ -1467,7 +1466,7 @@
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@@ -1486,7 +1485,7 @@
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@@ -1504,7 +1503,7 @@
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@@ -1518,7 +1517,7 @@
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@@ -1532,7 +1531,7 @@
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@@ -1544,7 +1543,7 @@
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@@ -1559,7 +1558,7 @@
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@@ -1569,7 +1568,7 @@
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@@ -1583,7 +1582,7 @@
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@@ -1595,7 +1594,7 @@
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@@ -1617,7 +1616,7 @@
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@@ -1629,7 +1628,7 @@
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@@ -1643,7 +1642,7 @@
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@@ -1656,7 +1655,7 @@
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@@ -1677,7 +1676,7 @@
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@@ -1689,7 +1688,7 @@
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@@ -1707,7 +1706,7 @@
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@@ -1717,7 +1716,7 @@
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@@ -1731,7 +1730,7 @@
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@@ -1743,7 +1742,7 @@
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@@ -1758,7 +1757,7 @@
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@@ -1768,7 +1767,7 @@
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@@ -1783,7 +1782,7 @@
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@@ -1795,7 +1794,7 @@
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@@ -1813,7 +1812,7 @@
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@@ -1823,7 +1822,7 @@
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@@ -1844,7 +1843,7 @@
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@@ -1856,7 +1855,7 @@
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@@ -1871,7 +1870,7 @@
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@@ -1885,7 +1884,7 @@
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@@ -1904,7 +1903,7 @@
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@@ -1918,7 +1917,7 @@
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@@ -1956,7 +1955,7 @@
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@@ -1968,7 +1967,7 @@
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@@ -1990,7 +1989,7 @@
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@@ -2002,7 +2001,7 @@
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@@ -2020,7 +2019,7 @@
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@@ -2032,7 +2031,7 @@
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@@ -2072,7 +2071,7 @@
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@@ -2090,7 +2089,7 @@
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@@ -2102,7 +2101,7 @@
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@@ -2116,7 +2115,7 @@
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@@ -2126,7 +2125,7 @@
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@@ -2141,7 +2140,7 @@
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@@ -2152,7 +2151,7 @@
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@@ -2169,7 +2168,7 @@
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@@ -2187,7 +2186,7 @@
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@@ -2202,7 +2201,7 @@
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@@ -2223,7 +2222,7 @@
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@@ -2240,7 +2239,7 @@
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@@ -2254,7 +2253,7 @@
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@@ -2264,7 +2263,7 @@
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@@ -2279,7 +2278,7 @@
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@@ -2289,7 +2288,7 @@
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@@ -2303,7 +2302,7 @@
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@@ -2318,7 +2317,7 @@
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@@ -2329,7 +2328,7 @@
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@@ -2349,7 +2348,7 @@
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@@ -2362,7 +2361,7 @@
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@@ -2631,7 +2630,7 @@
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@@ -2652,7 +2651,7 @@
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@@ -2664,7 +2663,7 @@
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@@ -2676,7 +2675,7 @@
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@@ -2688,7 +2687,7 @@
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@@ -2707,7 +2706,7 @@
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@@ -2724,7 +2723,7 @@
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@@ -2742,7 +2741,7 @@
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@@ -2752,7 +2751,7 @@
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@@ -2764,7 +2763,7 @@
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@@ -2782,7 +2781,7 @@
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@@ -2796,7 +2795,7 @@
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@@ -2819,7 +2818,7 @@
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@@ -2838,7 +2837,7 @@
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@@ -2857,7 +2856,7 @@
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@@ -2870,7 +2869,7 @@
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@@ -2895,7 +2894,7 @@
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@@ -2908,7 +2907,7 @@
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@@ -2930,7 +2929,7 @@
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@@ -2946,7 +2945,7 @@
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@@ -2960,7 +2959,7 @@
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@@ -2982,7 +2981,7 @@
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@@ -2994,7 +2993,7 @@
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@@ -3017,7 +3016,7 @@
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@@ -3030,7 +3029,7 @@
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@@ -3050,7 +3049,7 @@
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@@ -3067,7 +3066,7 @@
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@@ -3078,7 +3077,7 @@
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@@ -3092,7 +3091,7 @@
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@@ -3102,7 +3101,7 @@
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@@ -3116,7 +3115,7 @@
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@@ -3139,7 +3138,7 @@
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@@ -3151,7 +3150,7 @@
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@@ -3167,7 +3166,7 @@
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@@ -3179,7 +3178,7 @@
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@@ -3190,7 +3189,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5c0782b9",
+   "id": "f8ad91da",
    "metadata": {
     "editable": true
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@@ -3202,7 +3201,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d03b708c",
+   "id": "021378dc",
    "metadata": {
     "editable": true
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@@ -3214,7 +3213,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "da2dc45a",
+   "id": "8d03c91a",
    "metadata": {
     "editable": true
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@@ -3226,7 +3225,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2a00c84d",
+   "id": "e6296482",
    "metadata": {
     "editable": true
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@@ -3236,7 +3235,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a4ad85b0",
+   "id": "e14ff667",
    "metadata": {
     "editable": true
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@@ -3249,7 +3248,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b31e6f0d",
+   "id": "492cabaf",
    "metadata": {
     "editable": true
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@@ -3259,7 +3258,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e8f51025",
+   "id": "973e9fc3",
    "metadata": {
     "editable": true
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@@ -3272,7 +3271,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9635a177",
+   "id": "d37cffa6",
    "metadata": {
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@@ -3282,7 +3281,7 @@
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   {
    "cell_type": "markdown",
-   "id": "097c79bd",
+   "id": "191ebfca",
    "metadata": {
     "editable": true
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@@ -3297,7 +3296,7 @@
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   {
    "cell_type": "markdown",
-   "id": "5cdbbcc6",
+   "id": "33c0a471",
    "metadata": {
     "editable": true
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@@ -3309,7 +3308,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2c2b262a",
+   "id": "559d3618",
    "metadata": {
     "editable": true
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@@ -3319,7 +3318,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5be2b666",
+   "id": "b9189205",
    "metadata": {
     "editable": true
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@@ -3331,7 +3330,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7f09bdd9",
+   "id": "b3d3048e",
    "metadata": {
     "editable": true
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@@ -3346,7 +3345,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5f1c6b2d",
+   "id": "667ef335",
    "metadata": {
     "editable": true
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@@ -3361,7 +3360,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b9c69d02",
+   "id": "52e1704b",
    "metadata": {
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@@ -3373,7 +3372,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2447c4b1",
+   "id": "17862501",
    "metadata": {
     "editable": true
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@@ -3388,7 +3387,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8124a855",
+   "id": "ba070618",
    "metadata": {
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@@ -3404,7 +3403,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "632ce15b",
+   "id": "0a117e26",
    "metadata": {
     "editable": true
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@@ -3417,7 +3416,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "83bc0780",
+   "id": "e57155de",
    "metadata": {
     "editable": true
    },
@@ -3429,7 +3428,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1dbf2aa6",
+   "id": "cdad337e",
    "metadata": {
     "editable": true
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@@ -3441,7 +3440,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0daab5b8",
+   "id": "1b149703",
    "metadata": {
     "editable": true
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@@ -3453,7 +3452,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "422c3f3a",
+   "id": "36519d74",
    "metadata": {
     "editable": true
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@@ -3466,7 +3465,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b63affdb",
+   "id": "bd89ce04",
    "metadata": {
     "editable": true
    },
@@ -3478,7 +3477,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "76495879",
+   "id": "384fa41c",
    "metadata": {
     "editable": true
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@@ -3489,7 +3488,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f478259b",
+   "id": "5aac1c99",
    "metadata": {
     "editable": true
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@@ -3501,7 +3500,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9381661b",
+   "id": "8a0d955a",
    "metadata": {
     "editable": true
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@@ -3512,7 +3511,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ab9cd4ac",
+   "id": "980ba9f5",
    "metadata": {
     "editable": true
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@@ -3531,7 +3530,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "62a9d50e",
+   "id": "c39e6f54",
    "metadata": {
     "editable": true
    },
@@ -3550,7 +3549,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e6b3bc4d",
+   "id": "df2e2900",
    "metadata": {
     "editable": true
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@@ -3568,7 +3567,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c04bbe4e",
+   "id": "91e36974",
    "metadata": {
     "editable": true
    },
@@ -3586,7 +3585,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "abf7bd9b",
+   "id": "bebb2cbf",
    "metadata": {
     "editable": true
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@@ -3597,7 +3596,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2e3b2e76",
+   "id": "29a90c7b",
    "metadata": {
     "editable": true
    },
@@ -3609,7 +3608,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8770e386",
+   "id": "70e9a2bc",
    "metadata": {
     "editable": true
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@@ -3627,7 +3626,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a3b9f58b",
+   "id": "7de31073",
    "metadata": {
     "editable": true
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@@ -3639,7 +3638,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4de0d88f",
+   "id": "1e2fd305",
    "metadata": {
     "editable": true
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@@ -3651,7 +3650,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5f3eee4a",
+   "id": "e28a98d4",
    "metadata": {
     "editable": true
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@@ -3668,7 +3667,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bd292596",
+   "id": "adc10f96",
    "metadata": {
     "editable": true
    },
@@ -3687,7 +3686,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "26758127",
+   "id": "8dee5cef",
    "metadata": {
     "editable": true
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@@ -3699,7 +3698,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9d14fe91",
+   "id": "a9ebf36f",
    "metadata": {
     "editable": true
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@@ -3718,7 +3717,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "08d659a0",
+   "id": "d72ba43c",
    "metadata": {
     "editable": true
    },
@@ -3729,7 +3728,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "14e344f1",
+   "id": "1d97c924",
    "metadata": {
     "editable": true
    },
@@ -3741,7 +3740,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b5fe2f14",
+   "id": "395821f8",
    "metadata": {
     "editable": true
    },
@@ -3752,7 +3751,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "44df5451",
+   "id": "60e0d5b0",
    "metadata": {
     "editable": true
    },
@@ -3766,7 +3765,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d41e0608",
+   "id": "ce378cd3",
    "metadata": {
     "editable": true
    },
@@ -3777,7 +3776,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "30f29f2b",
+   "id": "9808409e",
    "metadata": {
     "editable": true
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@@ -3789,7 +3788,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "58c1923c",
+   "id": "cd3b146d",
    "metadata": {
     "editable": true
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@@ -3801,7 +3800,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d2f2cc28",
+   "id": "24ab6893",
    "metadata": {
     "editable": true
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@@ -3816,7 +3815,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d809ed9b",
+   "id": "e00fe432",
    "metadata": {
     "editable": true
    },
@@ -3828,7 +3827,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c35d222b",
+   "id": "a41f29bd",
    "metadata": {
     "editable": true
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@@ -3845,7 +3844,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dca0cef6",
+   "id": "6332860d",
    "metadata": {
     "editable": true
    },
@@ -3855,7 +3854,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b8957306",
+   "id": "702e7773",
    "metadata": {
     "editable": true
    },
@@ -3872,7 +3871,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ba920d2d",
+   "id": "3db1d827",
    "metadata": {
     "editable": true
    },
@@ -3883,7 +3882,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "af8be41a",
+   "id": "9aea823e",
    "metadata": {
     "editable": true
    },
@@ -3900,7 +3899,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "efd04b3b",
+   "id": "24b2a6ec",
    "metadata": {
     "editable": true
    },
@@ -3911,7 +3910,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a917049c",
+   "id": "0c33c9f1",
    "metadata": {
     "editable": true
    },
@@ -3923,7 +3922,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "71cac3af",
+   "id": "a5ce0e5c",
    "metadata": {
     "editable": true
    },
@@ -3934,7 +3933,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "28eece41",
+   "id": "d762ceb1",
    "metadata": {
     "editable": true
    },
@@ -3946,7 +3945,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ff1bd660",
+   "id": "2874a020",
    "metadata": {
     "editable": true
    },
@@ -3956,7 +3955,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fccf9e34",
+   "id": "fb024ba4",
    "metadata": {
     "editable": true
    },
@@ -3967,7 +3966,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "16140e6a",
+   "id": "8db9ef6e",
    "metadata": {
     "editable": true
    },
@@ -3982,7 +3981,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0c95dc03",
+   "id": "4e0e13fb",
    "metadata": {
     "editable": true
    },
@@ -4000,7 +3999,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5e3eb014",
+   "id": "9ec6db5d",
    "metadata": {
     "editable": true
    },
@@ -4011,7 +4010,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dcc12c3e",
+   "id": "dc11502e",
    "metadata": {
     "editable": true
    },
@@ -4029,7 +4028,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c170e89c",
+   "id": "789a1f28",
    "metadata": {
     "editable": true
    },
@@ -4039,7 +4038,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3f1fb13d",
+   "id": "cf840169",
    "metadata": {
     "editable": true
    },
@@ -4057,7 +4056,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0de65ed5",
+   "id": "445020be",
    "metadata": {
     "editable": true
    },
@@ -4068,7 +4067,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6cfa9dbe",
+   "id": "18cbffdb",
    "metadata": {
     "editable": true
    },
@@ -4086,7 +4085,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f0733c31",
+   "id": "5d1d03de",
    "metadata": {
     "editable": true
    },
@@ -4097,7 +4096,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "83eca2af",
+   "id": "078b0d67",
    "metadata": {
     "editable": true
    },
@@ -4113,7 +4112,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3059de67",
+   "id": "b0c775d1",
    "metadata": {
     "editable": true
    },
@@ -4124,7 +4123,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9a278f86",
+   "id": "bfce73ca",
    "metadata": {
     "editable": true
    },
@@ -4142,7 +4141,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "967c5733",
+   "id": "13dd791f",
    "metadata": {
     "editable": true
    },
@@ -4156,7 +4155,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2190b6ca",
+   "id": "547b28ba",
    "metadata": {
     "editable": true
    },
@@ -4168,7 +4167,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9cab6094",
+   "id": "7bb5d380",
    "metadata": {
     "editable": true
    },
@@ -4180,7 +4179,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "26a62c1a",
+   "id": "9f8df553",
    "metadata": {
     "editable": true
    },
@@ -4192,7 +4191,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8c946072",
+   "id": "94674e13",
    "metadata": {
     "editable": true
    },
@@ -4204,7 +4203,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9062bb27",
+   "id": "e7fc7cfc",
    "metadata": {
     "editable": true
    },
@@ -4216,7 +4215,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "63e055a8",
+   "id": "5b051dae",
    "metadata": {
     "editable": true
    },
@@ -4227,7 +4226,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2deec067",
+   "id": "9d3b1309",
    "metadata": {
     "editable": true
    },
diff --git a/doc/pub/week12/pdf/week12-beamer.pdf b/doc/pub/week12/pdf/week12-beamer.pdf
index 2eeb0968..a19497b8 100644
Binary files a/doc/pub/week12/pdf/week12-beamer.pdf and b/doc/pub/week12/pdf/week12-beamer.pdf differ
diff --git a/doc/pub/week12/pdf/week12.pdf b/doc/pub/week12/pdf/week12.pdf
index ecf6d27a..65af3f2f 100644
Binary files a/doc/pub/week12/pdf/week12.pdf and b/doc/pub/week12/pdf/week12.pdf differ
diff --git a/doc/src/week12/week12.do.txt b/doc/src/week12/week12.do.txt
index a10a7428..e0ff7c4b 100644
--- a/doc/src/week12/week12.do.txt
+++ b/doc/src/week12/week12.do.txt
@@ -1,10 +1,10 @@
 TITLE: Boltzmann machines and deep learning and discussions of project 2
-AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} Email morten.hjorth-jensen@fys.uio.no at Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway & Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA
-DATE: April 12
+AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} Email morten.hjorth-jensen@fys.uio.no at Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway
+DATE: April 11
 
 
 !split
-===== Plans for the week of April 8-12, 2024 =====
+===== Plans for the week of April 7-11, 2025 =====
 
 !bblock
 o Neural Networks and Boltzmann Machines
@@ -12,8 +12,8 @@ o If time, start discussion on how to implement Slater determinants, see last pa
 !eblock
 
 !bblock
-* "Video of lecture":"https://youtu.be/6X9OyQlBJWk"
-* "Handwritten notes":"https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf"
+* "Video of lecture TBA":"https://youtu.be/"
+#* "Handwritten notes":"https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2024/NotesApril12.pdf"
 !eblock