Add FDM feature, tests and doc example.

GAA-UAM · Jul 9, 2024 · 85c0dcc · 85c0dcc
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diff --git a/docs/modules/preprocessing/dim_reduction.rst b/docs/modules/preprocessing/dim_reduction.rst
@@ -43,5 +43,6 @@ of the covariance between the two data blocks.
 .. autosummary::
    :toctree: autosummary
 
+   skfda.preprocessing.dim_reduction.FDM
    skfda.preprocessing.dim_reduction.FPCA
    skfda.preprocessing.dim_reduction.FPLS
diff --git a/docs/refs.bib b/docs/refs.bib
@@ -31,6 +31,18 @@ @article{baillo+grane_2009_local
   keywords = {62G08,62G30,Cross-validation,Fourier expansion,Functional data,Kernel regression,Local linear regression,Nonparametric smoothing}
 }
 
+@article{barroso++_2023_fdm,
+  author = {M. Barroso and C. M. Alaíz and J. L. Torrecilla and A. Fernández},
+  title = {Functional diffusion maps},
+  journal = {Statistics and Computing},
+  year = {2023},
+  volume = {34},
+  number = {1},
+  pages = {22},
+  doi = {10.1007/s11222-023-10332-1},
+  url = {https://doi.org/10.1007/s11222-023-10332-1}
+}
+
 @article{berrendero++_2016_mrmr,
   title = {The {{mRMR}} Variable Selection Method: A Comparative Study for Functional Data},
   shorttitle = {The {{mRMR}} Variable Selection Method},