This repository aggregates academic surveys, overviews, and books across machine learning subfields including deep learning, natural language processing, reinforcement learning, computer vision, and bioinformatics. It is organized as an awesome list with links to papers and resources for each topic area. Contributors can add new materials following the contribution guidelines in the wiki.