ML Compiled is an encyclopedia for machine learning and related subjects with an emphasis on explanations that are concise and intuitive.

In addition it offers the reader:

  • Consistent notation throughout.
  • Relevance. Only information that is relevant to machine learning is included.
  • Clearly labelled links to the first paper to introduce a technique, where applicable.
  • Links to important papers and useful blog posts for further reading.

ML Compiled is a work in progress and is being continually updated.