update requirements.txt for 2025 course

requirements.txt

-jupyterlab==3.5.2
-scikit-learn==1.2.0
-pandas==1.5.2
-matplotlib==3.6.2
-numpy==1.23.5
-seaborn==0.12.2
-llvmlite==0.39.1
-numba==0.56.4
-shap==0.41.0
-iprogress==0.4
-interpret==0.3.0
-torch==1.13.1
-torchvision==0.14.1
-torchaudio==0.13.1
+scikit-learn==1.6.1
+pandas==2.2.3
+matplotlib==3.10.1
+numpy==1.26.4
+seaborn==0.13.2
+llvmlite==0.44.0
+numba==0.61.0
+shap==0.47.0
+torch==2.6.0
+torchvision==0.21.0
+torchaudio==2.6.0
+torchsummary==1.5.1
 lime==0.2.0.1
+cyclic-boosting==1.4.0