Refactor code structure for improved readability and maintainability

.gitignore

@@ -36,4 +36,4 @@ results_stage_2/
 
 Classification and Regression
 
-BDTOPO
+BDTOPO

M2/Reinforcement Learning/project/pyproject.toml

@@ -1,12 +0,0 @@
-[project]
-name = "project"
-version = "0.1.0"
-description = "Add your description here"
-readme = "README.md"
-requires-python = ">=3.13"
-dependencies = [
-    "ale-py>=0.11.2",
-    "numpy>=2.2.5",
-    "pyclustertend>=1.4.9",
-    "sequenzo>=0.1.20",
-]

pyproject.toml

@@ -6,6 +6,7 @@ readme = "README.md"
 requires-python = ">= 3.11"
 dependencies = [
     "accelerate>=1.12.0",
+    "ale-py>=0.11.2",
     "catboost>=1.2.8",
     "datasets>=4.4.2",
     "faiss-cpu>=1.13.2",
@@ -35,8 +36,10 @@ dependencies = [
     "openpyxl>=3.1.5",
     "pandas>=2.2.3",
     "pandas-stubs>=2.3.2.250926",
+    "pettingzoo[atari]>=1.25.0",
     "plotly>=6.3.0",
     "polars>=1.37.0",
+    "pyclustertend>=1.4.9",
     "pypdf>=6.5.0",
     "rasterio>=1.4.4",
     "requests>=2.32.5",
@@ -48,10 +51,12 @@ dependencies = [
     "shap>=0.49.1",
     "spacy>=3.8.11",
     "statsmodels>=0.14.6",
+    "supersuit>=3.10.0",
     "tensorflow>=2.20.0",
     "tf-keras>=2.20.1",
     "tiktoken>=0.12.0",
     "todoist-python>=8.1.4",
+    "torch>=2.10.0",
     "umap-learn>=0.5.11",
     "wbdata>=1.1.0",
     "xgboost>=3.1.2",
@@ -60,8 +65,8 @@ dependencies = [
 
 [dependency-groups]
 dev = [
-    "ipykernel>=6.29.5",
-    "uv>=0.6.16",
+    "ipykernel>=7.2.0",
+    "uv>=0.10.5",
 ]
 
 [tool.ty.rules]
@@ -122,8 +127,3 @@ section-order = ["future", "standard-library", "third-party", "data-science", "m
 # On sépare les outils de manipulation de données des frameworks de ML lourds
 "data-science" = ["numpy", "pandas", "scipy", "matplotlib", "seaborn", "plotly"]
 "ml" = ["tensorflow", "keras", "torch", "sklearn", "xgboost", "catboost", "shap"]
-
-[tool.uv.workspace]
-members = [
-    "M2/Reinforcement Learning/project",
-]