From d58d7e9c34b0fd1354aab32a3fc3a905e6d0838b Mon Sep 17 00:00:00 2001
From: barthes <nicolas.barthes@cefe.cnrs.fr>
Date: Tue, 3 Dec 2024 09:46:55 +0100
Subject: [PATCH] update doc files & griffe package

---
 docs/Clustering.md               | 4 ++--
 docs/Dimensionality_Reduction.md | 4 ++--
 docs/model_creation.md           | 9 ++++++---
 requirements.txt                 | 3 ++-
 4 files changed, 12 insertions(+), 8 deletions(-)

diff --git a/docs/Clustering.md b/docs/Clustering.md
index 66b83df..374fc12 100644
--- a/docs/Clustering.md
+++ b/docs/Clustering.md
@@ -1,7 +1,7 @@
 # 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
diff --git a/docs/Dimensionality_Reduction.md b/docs/Dimensionality_Reduction.md
index 6cf434e..2645b44 100644
--- a/docs/Dimensionality_Reduction.md
+++ b/docs/Dimensionality_Reduction.md
@@ -1,7 +1,7 @@
 # Dimensionality Reduction methods
 
 ## PCA
-::: src.utils.PCA_
+::: src.utils.dim_reduction.LinearPCA
 
 ## UMAP
-::: src.utils.UMAP_
+::: src.utils.dim_reduction.Umap
diff --git a/docs/model_creation.md b/docs/model_creation.md
index 0313a3a..e3d4cdc 100644
--- a/docs/model_creation.md
+++ b/docs/model_creation.md
@@ -1,7 +1,10 @@
 # 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
diff --git a/requirements.txt b/requirements.txt
index 1211b24..7f64b1a 100644
--- a/requirements.txt
+++ b/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
-- 
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