python有用的包

基础

pydantic

requests ===

httpx ===

rich / textual ===

typer / click ====

数据

numpy =

pandas =

scikit-learn ===

scipy =====

torch / tensorflow / jax =====

polars =====

Web/后端

flask

fastapi

django ====

sqlalchemy ====

alembic =====

测试

pytest

hypothesis ====

mypy =====

black, ruff, isort =====

pre-commit =====

DevOps

subprocess / sh ===

fabric / invoke ===

docker-py ===

psutil ===

loguru ===

文件管理

pyyaml =====

python-dotenv =====

h5py, zarr =====

openpyxl =====

fsspec =====

特殊

networkx

sympy =====

numba / cython =====

pyarrow =====

dask / ray =====

opencv-python =====