Algorithms

basics

10 Algorithms Every Machine Learning Enthusiast Should Know

Which Machine Learning Algorithm Should You Use By Problem Type?

Ecorithm

Searching for the Algorithms Underlying Life

The biological world is computational at its core, argues computer scientist Leslie Valiant. His “ecorithm” approach uses computational concepts to explore fundamental mysteries of evolution and the mind

• PAC Probably Approximately Correct: Nature’s Algorithms for Learning and Prospering in a Complex World

Practical Business Insights

++++ Why the Future of Machine Learning is Tiny

Learning

Practical Deep Learning For Coders - fast.ai

Alphazero’s real secret sauce is MCTS by Bram Cohem of BitTorrent

Alphazero changes two things: It uses a deep learning-based board evaluation function, and it uses Monte Carlo tree search (MCTS) instead of alpha-beta pruning to apply that function

Applications

AI protein-folding algorithms solve structures faster than ever
Deep learning makes its mark on protein-structure prediction.