Metadata-Version: 1.1
Name: keras-succ-reg-wrapper
Version: 0.3.0
Summary: A wrapper that slows down the updates of trainable weights
Home-page: https://github.com/CyberZHG/keras-succ-reg-wrapper
Author: CyberZHG
Author-email: CyberZHG@gmail.com
License: MIT
Description: 
        Keras Successive Regularization Wrapper
        =======================================
        
        
        .. image:: https://travis-ci.org/CyberZHG/keras-succ-reg-wrapper.svg
           :target: https://travis-ci.org/CyberZHG/keras-succ-reg-wrapper
           :alt: Travis
        
        
        .. image:: https://coveralls.io/repos/github/CyberZHG/keras-succ-reg-wrapper/badge.svg?branch=master
           :target: https://coveralls.io/github/CyberZHG/keras-succ-reg-wrapper
           :alt: Coverage
        
        
        A wrapper that slows down the updates of trainable weights.
        
        
        .. image:: https://user-images.githubusercontent.com/853842/50722430-dce6c580-1109-11e9-834d-7dc92b9221db.png
           :target: https://user-images.githubusercontent.com/853842/50722430-dce6c580-1109-11e9-834d-7dc92b9221db.png
           :alt: 
        
        
        Install
        -------
        
        .. code-block:: bash
        
           pip install keras-succ-reg-wrapper
        
        Usage
        -----
        
        .. code-block:: python
        
           import keras
           from keras_succ_reg_wrapper import SuccReg
        
           input_layer = keras.layers.Input(shape=(1,), name='Input')
           dense_layer = SuccReg(
               layer=keras.layers.Dense(units=1, name='Dense'),
               regularizer=keras.regularizers.L1L2(l2=1e-3),  # Any regularizer
               name='Output',
           )(input_layer)
           model = keras.models.Model(inputs=input_layer, outputs=dense_layer)
           model.compile(optimizer='adam', loss='mse')
           model.summary()
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.6
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
