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Machine Learning for Life Science

Coding

Python

Python 3.10 tutorial documentation Google Python coding style Guide

Python Standard Library

Package:

Math

线性代数

统计学

Machine Learning

Dive2Learning-李沐

梯度下降

线性回归

Model

  • CNN (computer vision)
  • Recurrent NN ,Long short-term menory ,Sequence processing
  • Encoders/decoders ,Transformers(nlp)
  • Autorenciders, Generative Adversarial Networks(Generative learning)

机器学习

支持向量机

XGB

生物医药信息

梳理知识

pic1: The art of learning data science