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Keras Machine learning機器學習

Keras說明文件:https://keras.io/
Keras說明文件(簡體字版):https://keras.io/zh/
內建的資料集(DataSet):https://keras.io/zh/datasets/

regression analysis回歸

分類:Binary Classification 二元分類[只有兩種類別:是或不是/正常或是異常]

分類:Multi-Class Classification多類別分類

叢集分析clustering

Keras Deep learning深度學習:學習資源

keras開發團隊示範的範例
https://github.com/keras-team/keras/tree/master/examples

Keras Deep learning深度學習: CNN

CNN的應用

Keras Deep learning深度學習: RNN[進階課程]

Keras Deep learning深度學習: GAN[進階課程]

Keras reinforcement learning強化學習:[進階課程]

Tensorflow與Open AI GYM比較好用

[推薦書籍]碁峰資訊出版
用Python實作強化學習|使用TensorFlow與OpenAI Gym
Hands-On Reinforcement Learning with Python
https://github.com/PacktPublishing/Hands-On-Reinforcement-Learning-with-Python
  • [實戰Atari遊戲]
  • [DOOM實戰毀滅戰士]
  • [實戰賽車遊戲]

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Contributors

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