# Study 003: Python 3.12, Windows ARM64 compatibility variant # pandas 3.0.6 replaces 2.2.3; all other direct package pins unchanged. # Full notebook rerun with pandas 3.0.6 matched all scores and predictions on Linux x86_64. # Windows ARM64 package availability checked; native execution remains to be confirmed. numpy==2.3.5 scipy==1.17.0 pandas==3.0.6 scikit-learn==1.8.0 mne==1.13.2 pyriemann==0.12 matplotlib==3.10.8 nbformat==5.11.1 nbclient==0.11.0 ipykernel==7.4.0 threadpoolctl==3.6.0