Refact: Separation of anomaly detection from drift detection #1133

fhswf · Feb 28, 2025 · fd35fd0 · fd35fd0
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diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_bf/10_layer0_elementary.rst b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_bf/10_layer0_elementary.rst
@@ -1,5 +1,5 @@
 .. _target_api_bf_l0:
-Layer 0 - Elementary Functions
+Layer 0 - Elementary functions
 ==============================
 
 .. toctree::

diff --git a/.../content/99_appendices/appendix2/sub/mlpro_bf/40_layer3_application_support.rst b/.../content/99_appendices/appendix2/sub/mlpro_bf/40_layer3_application_support.rst
@@ -1,5 +1,5 @@
 .. _target_api_bf_l3:
-Layer 3 - Application Support
+Layer 3 - Application support
 =============================
 
 .. toctree::

diff --git a/...rtd/content/99_appendices/appendix2/sub/mlpro_bf/50_layer4_machine_learning.rst b/...rtd/content/99_appendices/appendix2/sub/mlpro_bf/50_layer4_machine_learning.rst
@@ -1,5 +1,5 @@
 .. _target_api_bf_l4:
-Layer 4 - Machine Learning
+Layer 4 - Machine learning
 ==========================
 
 .. toctree::

diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/10_dg.rst b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/10_dg.rst
@@ -1,6 +1,6 @@
 .. _target_api_gt_dg:
-Dynamic Games
-=======================
+MLPro-GT-DynamicGames - Dynamic games
+=====================================
 
 .. image:: images/MLPro-GT_class_diagram.drawio.png
    :scale: 50%

diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/20_native.rst b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/20_native.rst
@@ -1,6 +1,6 @@
 .. _target_api_gt_native:
-Native GT
-=======================
+MLPro-GT-Native - Native game theory
+====================================
 
 .. image:: images/MLPro-GT-Native_class_diagram.drawio.png
    :scale: 50%

diff --git a/.../content/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT-Native_class_diagram.drawio b/.../content/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT-Native_class_diagram.drawio
diff --git a/...pendices/appendix2/sub/mlpro_gt/images/MLPro-GT-Native_class_diagram.drawio.png b/...pendices/appendix2/sub/mlpro_gt/images/MLPro-GT-Native_class_diagram.drawio.png
diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT_class_diagram.drawio b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT_class_diagram.drawio
@@ -1,6 +1,6 @@
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@@ -199,7 +199,7 @@
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@@ -222,18 +222,18 @@
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diff --git a/...t/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT_class_diagram.drawio.png b/...t/99_appendices/appendix2/sub/mlpro_gt/images/MLPro-GT_class_diagram.drawio.png
diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_oa/01_streams.rst b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_oa/01_streams.rst
@@ -1,6 +1,6 @@
 .. _target_api_oa_streams:
-Online-adaptive data stream processing
-======================================
+MLPro-OA-Streams - Online-adaptive data stream processing
+=========================================================
 
 .. toctree::
    :maxdepth: 2

diff --git a/doc/rtd/content/99_appendices/appendix2/sub/mlpro_oa/02_systems.rst.off b/doc/rtd/content/99_appendices/appendix2/sub/mlpro_oa/02_systems.rst.off
@@ -1,6 +1,6 @@
 .. _target_api_oa_systems:
-Online-adaptive state-based systems
-===================================
+MLPro-OA-Systems - Online-adaptive state-based systems
+======================================================
 
 .. toctree::
    :maxdepth: 2

diff --git a/...nomaly_detection/30_anomaly_detectors.rst → ...mlpro_oa/streams/30_anomaly_detection.rst b/...nomaly_detection/30_anomaly_detectors.rst → ...mlpro_oa/streams/30_anomaly_detection.rst
@@ -2,35 +2,26 @@
 Anomaly detection
 =================
 
-.. image:: images/MLPro-OA-Anomaly-Detectors_class_diagram.drawio.png
+.. image:: 30_anomaly_detection/images/MLPro-OA-Anomaly-Detectors_class_diagram.drawio.png
    :scale: 50%
 
 
-Template for anomaly detectors
-------------------------------
-
 .. automodule:: mlpro.oa.streams.tasks.anomalydetectors.basics
    :members:
    :undoc-members:
    :private-members:
    :show-inheritance:
 
 
-Template for anomalies
-----------------------
-
 .. automodule:: mlpro.oa.streams.tasks.anomalydetectors.anomalies.basics
    :members:
    :undoc-members:
    :private-members:
    :show-inheritance:
 
 
-Concrete anomalies and algorithms
----------------------------------
-
 .. toctree::
    :maxdepth: 2
    :glob:
 
-   anomaly_detectors/*
+   30_anomaly_detection/*
diff --git a/...ces/appendix2/sub/mlpro_oa/streams/30_anomaly_detection/10_common_anomalies.rst b/...ces/appendix2/sub/mlpro_oa/streams/30_anomaly_detection/10_common_anomalies.rst
diff --git a/...dices/appendix2/sub/mlpro_oa/streams/30_anomaly_detection/10_instance_based.rst b/...dices/appendix2/sub/mlpro_oa/streams/30_anomaly_detection/10_instance_based.rst
@@ -0,0 +1,28 @@
+.. _target_api_oa_stream_tasks_ad_ib:
+Instance-based anomalies and detectors
+======================================
+
+
+.. image:: 10_instance_based/images/MLPro-OA-Anomaly-Detectors-IB_class_diagram.drawio.png
+   :scale: 50%
+
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.instancebased.basics
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance:
+
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.anomalies.instancebased.basics
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance:
+
+
+.. toctree::
+   :maxdepth: 2
+   :glob:
+
+   10_instance_based/*
diff --git a/...mlpro_oa/streams/30_anomaly_detection/10_instance_based/10_common_anomalies.rst b/...mlpro_oa/streams/30_anomaly_detection/10_instance_based/10_common_anomalies.rst
@@ -0,0 +1,23 @@
+.. _target_api_oa_stream_tasks_ad_common_anomalies:
+Common anomalies
+================
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.anomalies.instancebased.point
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance:
+
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.anomalies.instancebased.group
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance:
+
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.anomalies.instancebased.contextual
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance:
diff --git a/...lpro_oa/streams/30_anomaly_detection/10_instance_based/20_common_algorithms.rst b/...lpro_oa/streams/30_anomaly_detection/10_instance_based/20_common_algorithms.rst
@@ -0,0 +1,9 @@
+.. _target_api_oa_stream_tasks_ad_common_algorithms:
+Common algorithms
+================= 
+
+.. automodule:: mlpro.oa.streams.tasks.anomalydetectors.instancebased.detectors_point_group
+   :members:
+   :undoc-members:
+   :private-members:
+   :show-inheritance: