《Python 常用教程与资料》
1. 学习资料
- Python3 实战 Cookbook:https://python3-cookbook.readthedocs.io/zh_CN/latest/chapters/p01_data_structures_algorithms.html
- Python HTTPS:https://realpython.com/python-https/
- PyTorch 文档:https://pytorch.org/docs/stable/index.html
- unittest:https://docs.python.org/zh-cn/3/library/unittest.html
2. 热门实战方向
- 游戏、爬虫、机器学习入门:https://www.w3cschool.cn/article/1033866
- gevent 教程:http://hhkbp2.github.io/gevent-tutorial/
- tornado:https://github.com/tornadoweb/tornado
3. 机器学习/异常检测相关库
- pyod(异常检测):https://github.com/yzhao062/pyod
- 异常检测资源列表:https://github.com/yzhao062/anomaly-detection-resources
- 时间序列预测 gluon-ts:https://gluon-ts.mxnet.io/ 及 https://github.com/awslabs/gluon-ts
- facebook/prophet:https://github.com/facebook/prophet
- egads:https://github.com/yahoo/egads
- 时序异常检测资源:https://github.com/rob-med/awesome-TS-anomaly-detection
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