My Keras LearingNote

Index

- about
    1- basic introduction
    2- Sequential model
    3- functional model
- layers
    1- Core layers
    2- Convolutional layer
    3- Pooling layer
    4- Locally-connected layer
    5- Recurrent Layer
    6- Embedding layer
    7- Merge layer
    8- Advanced Actiation layer
    9- BatchNormalization layer
    10- wrapper
    11- write you owen layer
- data pre-handle
    1- sequence pre-handle
    2- text pre-handle
    3- image pre-handle
- layers config
    1- loss functions
    2- Optimizer
    3- Activation
    4- Metrics
    5- Initializiers
    6- Regularilizers
    7- Constraint
    8- Callback
- others
    1- pretrained models
    2- common used dataset
    3- visualization
    4- tools
    5- keras-backends
    6- scikit-learn apis
- examples
    1- mlp classifier
    2- softmax multiclass classifier
    3- vgg_net_classifier