Enable GPU acceleration in Polars and XGBoost

[ashwin153]

• https://docs.pola.rs/user-guide/gpu-support/#system-requirements
• https://medium.com/@albertqueralto/enabling-cuda-capabilities-in-docker-containers-51a3566ad014
• https://stackoverflow.com/a/72742552
• https://www.reddit.com/r/datascience/comments/1fj0nmt/polars_nvidia_gpus_hardware_accelerated_dataframes/
• https://iaee.substack.com/p/gpu-accelerated-polars-intuitively

[ashwin153]

Might need to downgrade to Python 3.11, because Nvidia doesn't support Python 3.12 yet. https://docs.rapids.ai/install

[ashwin153]

https://xgboost.readthedocs.io/en/stable/gpu/index.html