User Guide ========== Standard Models --------------- .. automodule:: network .. autoclass:: Network :members: Sequential .......... .. autoclass:: Sequential :members: IBSequential ............ .. autoclass:: IBSequential :members: 'Models without Back-prop' -------------------------- .. automodule:: hsic .. autoclass:: HSIC :members: HSICSequential .............. .. autoclass:: HSICSequential :members: Layers ------ .. automodule:: layer :members: Core .... .. automodule:: core .. autoclass:: Dense :show-inheritance: .. autoclass:: Dropout :show-inheritance: .. autoclass:: Flatten :show-inheritance: Convolutional ............. .. automodule:: convolutional .. autoclass:: Conv1d :show-inheritance: .. autoclass:: Conv2d :show-inheritance: .. autoclass:: Conv3d :show-inheritance: Normalization ............. .. automodule:: normalization .. autoclass:: BatchNorm1d :show-inheritance: .. autoclass:: BatchNorm2d :show-inheritance: .. autoclass:: BatchNorm3d :show-inheritance: Pooling ....... .. automodule:: pooling 1-D *** .. autoclass:: MaxPool1d :show-inheritance: .. autoclass:: AvgPool1d :show-inheritance: 2-D *** .. autoclass:: MaxPool2d :show-inheritance: .. autoclass:: AvgPool2d :show-inheritance: 3-D *** .. autoclass:: MaxPool3d :show-inheritance: .. autoclass:: AvgPool3d :show-inheritance: HSIC .... .. automodule:: hsic_output .. autoclass:: HSICoutput :show-inheritance: Information Bottleneck ---------------------- Estimator ......... .. automodule:: estimator .. autoclass:: Estimator :members: .. autoclass:: HSIC :members: Preprocessing ------------- Data Loading and Generation ........................... .. automodule:: data_generator :members: