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All Projects → fire717 → Machine Learning

fire717 / Machine Learning

机器学习&深度学习资料笔记&基本算法实现&资源整理（ML / CV / NLP / DM...）

Labels

jupyter-notebook

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Machine-Learning

Travis PyPI Chrome Web Store Chrome Web Store

0.不调库系列

No free lunch.

参考：《机器学习》周志华 《统计学习方法》李航

1.机器学习&深度学习

工具 书籍 课程 比赛 框架
Scikit-learn 机器学习实战 机器学习/Andrew Ng Kaggle Keras ★
XGBoost 集体智慧编程 Deep Learning/Andrew Ng 天池 Tensorflow
LightGBM Biendata PyTorch ★
Spark AI challenge Mxnet
DataFountain Caffe

2.自然语言处理

3.计算机视觉

常用代码

其他

4.数据挖掘

5.其他

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