Coding
Python
Python 3.10 tutorial documentation Google Python coding style Guide
Package:
- Pandas Numpy SciPy
- (Data visvalization):Matplotlib&&Seaborn
- (Machine larning):scikit-learn,
- Pytorch Documentation PYG pytorch lighting
Math
线性代数
统计学
Machine Learning
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
