sha256feng/awesome-bio-ml-pku

Awesome-Bio-ML-PKU

This is a repo that includes some resources about machine learning and the applacation in biology.

For the machine learning beginner

• Basic Python

• Overleaf

• machine learning

• Deep Learning

• Awesome - Most Cited Deep Learning Papers Deep learning

• Bayesian Data Analysis

• Awesome Bayes

• Introduction to Statistical Learning with R

• Statistical Rethinking: A Bayesian Course Using R and Stan

• Pattern recognition and machine learning((PRML))

Computational Biology Courses

• Stanford Computational Biology in Four Dimensions computational biology

Some review about Machine learnning in Biology

Other related repo

• Machine-learning-for-proteins

• Getting started in machine learning yangkky's answer to how a chemist or biologist can get started in machine learning.

People

• Xinming Tu xinmingtu.cn
• Shasha Feng
• Zhiyuan Hu