Scikit-learn allows you to perform hyperparameter search but a lot of it happens in memory. Sometimes you want to have a storage layer for these hyperparameters and that's where a project like Optuna might be helpful. We will explore it in this livestream and kick the tires a bit.
Notebook link:
https://github.com/probabl-ai/youtube-appendix/blob/main/00-livestream/optuna.ipynb
Website: https://probabl.ai/
Discord: https://discord.probabl.ai/
LinkedIn: https://www.linkedin.com/company/probabl
Twitter: https://x.com/probabl_ai
We also host a podcast called Sample Space, which you can find on your favourite podcast player. All the links can be found here:
https://rss.com/podcasts/sample-space/
If you're keen to see more videos like this, you can follow us over at @probabl_ai.