【Python】Data Science
Table of Contents
NumPy
NumPy Official Tutorials
- NumPy Arrays
- NumPy Indexing and Selection
- NumPy Operations
Pandas
01 - Pandas Official Tutorials
02 - Pandas API Reference
- Series
- DataFrame
- Missing Data
- Groupby
- Merge, Join and Concat
- Operations
- I/O
Matplotlib
Matplotlib Official Tutorials
- 运算符
- 常见内置函数
- 格式化
Seaborn
Seaborn Official Tutorials
- 运算符
- 常见内置函数
- 格式化
Pytorch
Pytorch Official Tutorials
- Tensors
- Datasets & DataLoaders
- Transforms
- Build Model
- Autograd
- Optimization
- Save & Load Model