Logo
  • Quick Start
  • Introduction

Models & Functions

  • Neural Network - Model
  • Architecture Layers - Model
  • Data - Model
  • Activation - Functions
  • Loss - Functions

Layers

  • Embedding layer (Input)
  • Fully Connected (Dense)
  • Recurrent Neural Network (RNN)
  • Long Short-Term Memory (LSTM)
  • Gated Recurrent Unit (GRU)
  • Convolution 2D (CNN)
  • Pooling (CNN)
  • Dropout - Regularization
  • Flatten - Adapter

Examples and more

  • Data preparation - Examples
  • Network training - Examples
  • Expert Documentation
  • Appendix
EpyNN
  • »
  • Overview: module code

All modules for which code is available

  • epynn.commons.io
  • epynn.commons.library
  • epynn.commons.logs
  • epynn.commons.loss
  • epynn.commons.maths
  • epynn.commons.metrics
  • epynn.commons.models
  • epynn.commons.plot
  • epynn.commons.schedule
  • epynn.convolution.backward
  • epynn.convolution.forward
  • epynn.convolution.models
  • epynn.convolution.parameters
  • epynn.dense.backward
  • epynn.dense.forward
  • epynn.dense.models
  • epynn.dense.parameters
  • epynn.dropout.backward
  • epynn.dropout.forward
  • epynn.dropout.models
  • epynn.dropout.parameters
  • epynn.embedding.backward
  • epynn.embedding.dataset
  • epynn.embedding.forward
  • epynn.embedding.models
  • epynn.embedding.parameters
  • epynn.flatten.backward
  • epynn.flatten.forward
  • epynn.flatten.models
  • epynn.flatten.parameters
  • epynn.gru.backward
  • epynn.gru.forward
  • epynn.gru.models
  • epynn.gru.parameters
  • epynn.lstm.backward
  • epynn.lstm.forward
  • epynn.lstm.models
  • epynn.lstm.parameters
  • epynn.network.backward
  • epynn.network.evaluate
  • epynn.network.forward
  • epynn.network.hyperparameters
  • epynn.network.initialize
  • epynn.network.models
  • epynn.network.report
  • epynn.network.training
  • epynn.pooling.backward
  • epynn.pooling.forward
  • epynn.pooling.models
  • epynn.pooling.parameters
  • epynn.rnn.backward
  • epynn.rnn.forward
  • epynn.rnn.models
  • epynn.rnn.parameters
  • epynn.template.backward
  • epynn.template.forward
  • epynn.template.models
  • epynn.template.parameters

© Copyright 2021, Florian Malard and Stéphanie Olivier-Van Stichelen.

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