/Deep_Learning

Primary LanguageJupyter Notebook

#Neual Networks and Deep Learning study note

to-do list

Deep Learning models

  • MLP
  • DNN
    • [ ]
  • CNN
    • LeNet
    • AlexNet
    • GoogLeNet
    • ResNet
    • R-CNN
  • RNN
    • LSTM
    • GRU
  • Autoencoders
  • Reinforcement Learning
  • Transfer Learning

Deep Learning Frameworks

  • TensorFlow
  • Keras

Python

github.com/alexcheen/Machine_Learning

Reference

1.Ian Goodfellow. Deep Learning[M]

2.Michael Nielsen. Neural Networks and Deep Learning

x.Aurelien Geron. Hands-On Machine Learning with Scikit-Learn&TensorFlow[M]