PeterBel

Hello @numomcmc! The problem is that `pip` installs an old version of LightAutoML (*

Stefan, hello once again! I can not figure out why url is not working, so I will provide the code snippet here. * Firstly download the `lightautoml-0.3.8-py3-none-any.whl` file from [here](https://www.kaggle.com/datasets/alexryzhkov/lightautoml-v0-3-8)....

## Update Now, you can install LightAutoML on `python3.10` by directly specifying the version`0.3.8.b1`, i.e `pip install -U lightautoml==0.3.8b1`

Hello, Stephen. LightGBM and Catboost automatically switch to **GPU**, if available. Moreover, there is an explicit **GPU** implementation of LightAutoML. Check [LightAutoML_GPU](https://github.com/sb-ai-lab/LightAutoML_GPU).

Ensure that you set an empty passphrase while generating ssh-key. This was an issue in my case.