该思维导图参考自尹成大神的机器学习与数据挖掘课程。
深度学习:
https://d2l.ai/chapter_recommender-systems/movielens.html
逻辑斯蒂回归源码:
https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/linear_model/_logistic.py
Python数据科学库:
- Numpy;
- matplotlib;
- Scipy;
- pandas;
- scikit_learn(机器学习库);
- MXNet(深度学习库).
Python编程:用Map, Filter, Reduce代替For循环:https://m.weibo.cn/1402400261/4452584142266984
Python 教程:
https://docs.python.org/zh-cn/3/tutorial/index.html