revert cuml patch

Author: calderjo

Dockerfile.tmpl

@@ -46,6 +46,14 @@ RUN uv pip install --system "keras<3.6"
 # to avoid affecting the larger build, we'll post-install it.
 RUN uv pip install --no-build-isolation --system "git+https://github.com/Kaggle/learntools"
 
+# b/408281617: Torch is adamant that it can not install cudnn 9.3.x, only 9.1.x, but Tensorflow can only support 9.3.x.
+# This conflict causes a number of package downgrades, which are handled in this command
+# b/302136621: Fix eli5 import for learntools
+RUN uv pip install --system --force-reinstall --extra-index-url https://pypi.nvidia.com "cuml-cu12==25.2.1" \
+    "nvidia-cudnn-cu12==9.3.0.75" scipy tsfresh scikit-learn==1.2.2 category-encoders eli5
+
+RUN uv pip install --system --force-reinstall "pynvjitlink-cu12==0.5.2"
+
 # b/385145217 Latest Colab lacks mkl numpy, install it.
 RUN uv pip install --system --force-reinstall -i https://pypi.anaconda.org/intel/simple numpy
 

kaggle_requirements.txt

@@ -20,7 +20,6 @@ arrow
 bayesian-optimization
 boto3
 catboost
-category-encoders
 cesium
 comm
 cytoolz
@@ -33,8 +32,6 @@ deap
 dipy
 docker
 easyocr
-# b/302136621: Fix eli5 import for learntools
-eli5
 emoji
 fastcore>=1.7.20
 fasttext
@@ -130,8 +127,6 @@ scikit-multilearn
 scikit-optimize
 scikit-plot
 scikit-surprise
-# b/415358158: Gensim removed from Colab image to upgrade scipy to 1.14.1
-scipy==1.15.1
 # Also pinning seaborn for learntools
 seaborn==0.12.2
 git+https://github.com/facebookresearch/segment-anything.git