Machine learning for proteins

Title Description
Machine learning-guided directed evolution for protein engineering A review covering ML for protein engineering, including an overview of methods, two case studies, and future outlook.
Papers on machine learning for proteins A github repository listing papers on machine learning for proteins.

General statistics and machine learning

Title Description
Distribution explorer A tool to explore commonly-used probability distributions, including information about the stories behind them.
Gaussian processes for machine learning Textbook on Gaussian processes.
Beta and Alpha Michael Betancourt’s many excellent tutorials on probabilistic computing and Bayesian statistics.
Visual exploration of GPs A visual tutorial on GPs that provides good intuition for their behavior.

I also really like Sam Finlayson’s list of ML resources.