Update requirements.txt

requirements.txt

@@ -1,26 +1,39 @@
-# ───────── core GUI ─────────
+# ───────── Core GUI Framework ─────────
 gradio==5.27.0
 pydantic>=2.6.0,<2.11.0
 fastapi>=0.115.0,<0.120.0
 starlette==0.45.3
 
-# ───────── data / plotting ─────────
+# ───────── Data Processing & Visualization ─────────
 pandas>=1.5.0
 numpy>=1.21.0
 matplotlib>=3.5.0
 plotly>=5.0.0
 cartopy>=0.21.0
 
-# ───────── machine‑learning / stats ─────────
+# ───────── Machine Learning & Statistics ─────────
 scikit-learn>=1.0.0
 scipy>=1.7.0
 statsmodels>=0.13.0
-umap-learn>=0.5.0        # NEW – UMAP dimensional reduction
 
-# ───────── climate / weather ─────────
+# ───────── NEW: Advanced ML Features ─────────
+umap-learn>=0.5.0        # UMAP dimensionality reduction for clustering
+tensorflow-cpu>=2.12.0   # Optional CNN support - use 'tensorflow' for GPU
+
+# ───────── Climate & Weather Data ─────────
 xarray>=0.20.0
 requests>=2.28.0
 tropycal>=1.0.0
 
-# ───────── optional deep‑learning (stub; comment out if not needed) ─────────
-tensorflow-cpu>=2.12.0   # only required if you want the CNN latent‑space option
+# ───────── Optional Dependencies (install if needed) ─────────
+# For GPU support, replace tensorflow-cpu with:
+tensorflow>=2.12.0
+
+# For development/debugging:
+jupyter>=1.0.0
+ipython>=8.0.0
+
+# Additional ML libraries that might be useful:
+seaborn>=0.11.0          # Enhanced statistical plotting
+joblib>=1.0.0            # Parallel processing for ML
+tqdm>=4.60.0             # Progress bars