Merge branch 'develop' into develop

CITATION.cff

@@ -110,3 +110,7 @@ preferred-citation:
     name: "Foundation for Open Access Statistics"
   url: "https://www.jstatsoft.org/article/view/v109i02"
   volume: 109
+  issue: 2
+  start: 1
+  end: 37
+

README.rst

@@ -92,12 +92,15 @@ Please, if you find this software useful in your work, reference it citing the f
     doi = {10.18637/jss.v109.i02},
     journal = {Journal of Statistical Software},
     month = may,
+    number = {2},
+    pages = {1--37},
     title = {{scikit-fda: A Python Package for Functional Data Analysis}},
     url = {https://www.jstatsoft.org/article/view/v109i02},
     volume = {109},
     year = {2024}
   }
 
+
 You can additionally cite the software repository itself using:
 
 .. code-block::

docs/citing.rst

@@ -0,0 +1,35 @@
+Citing scikit-fda
+=================
+
+Please, if you find this software useful in your work, reference it citing the following paper:
+
+.. code-block::
+
+  @article{ramos-carreno++_2024_scikit-fda,
+    author = {Ramos-Carreño, Carlos and Torrecilla, José L. and Carbajo Berrocal, Miguel and Marcos Manchón, Pablo and Suárez, Alberto},
+    doi = {10.18637/jss.v109.i02},
+    journal = {Journal of Statistical Software},
+    month = may,
+    number = {2},
+    pages = {1--37},
+    title = {{scikit-fda: A Python Package for Functional Data Analysis}},
+    url = {https://www.jstatsoft.org/article/view/v109i02},
+    volume = {109},
+    year = {2024}
+  }
+
+
+You can additionally cite the software repository itself using:
+
+.. code-block::
+
+  @misc{ramos-carreno++_2024_scikit-fda-repo,
+    author = {The scikit-fda developers},
+    doi = {10.5281/zenodo.3468127},
+    month = feb,
+    title = {scikit-fda: Functional Data Analysis in Python},
+    url = {https://github.com/GAA-UAM/scikit-fda},
+    year = {2024}
+  }
+
+If you want to reference a particular version for reproducibility, check the version-specific DOIs available in Zenodo.

docs/index.rst

@@ -34,6 +34,7 @@ Github you can find more information related to the development of the package.
    :caption: More documentation
 
    apilist
+   citing
    Glossary <glossary>
    contributors
 

pyproject.toml

@@ -37,12 +37,12 @@ dependencies = [
 	"lazy_loader",
 	"matplotlib",
 	"multimethod>=1.5, !=1.11, != 1.11.1",
-	"numpy>=1.16,<2",
+	"numpy>=1.16, <2",
 	"pandas>=1.0",
 	"rdata",
 	"scikit-datasets[cran]>=0.2.2",
 	"scikit-learn>=0.20",
-	"scipy>=1.6.0",
+	"scipy>=1.6.0, <1.14",
 	"typing-extensions",
 ]