update doc files & griffe package

docs/Clustering.md

 # Clustering Methods
 
 ## K-Means clustering
-::: src.utils.KMEANS_.Sk_Kmeans
+::: src.utils.clustering.Sk_Kmeans
   
 ## HDBSCAN clustering
-::: src.utils.HDBSCAN_Clustering.Hdbscan
+::: src.utils.clustering.Hdbscan

docs/Dimensionality_Reduction.md

 # Dimensionality Reduction methods
 
 ## PCA
-::: src.utils.PCA_
+::: src.utils.dim_reduction.LinearPCA
 
 ## UMAP
-::: src.utils.UMAP_
+::: src.utils.dim_reduction.Umap

docs/model_creation.md

 # Models creation
 
-## PLSR from Pinard (scikit learn)
-::: src.utils.KMEANS_.Sk_Kmeans
+## PLSR from scikit learn
+::: src.utils.regress.Plsr
+
+## PLSR with intervals selection
+::: src.utils.regress.TpeIpls
 
 ## lwPlsR from Jchemo (Julia)
-::: src.utils.LWPLSR_.LWPLSR
\ No newline at end of file
+::: src.utils.lwplsr_.LWPLSR
\ No newline at end of file

requirements.txt

@@ -23,4 +23,5 @@ statsmodels==0.14.2
 streamlit==1.33.0
 umap-learn==0.5.6
 watchdog==2.1.8
-xxhash==3.5.0
\ No newline at end of file
+xxhash==3.5.0
+griffe==0.42.2
\ No newline at end of file