Welcome to GWU Neural Network’s documentation!

GWU_NN is a Python library used at The George Washington University to expore how Neural Networks are implemented at a code level.

Check out the Usage section for further information, including how to Installation the project.

Note

This project is under active development.

Contents

Contents:

• Usage
  • Installation
  • Creating Networks
• GWU_Network
  • GWUNetwork
• Layers
  • Layer
  • Dense
• Activation Layers
  • ActivationLayer
  • Sigmoid
  • RELU
  • Softmax
• Activation Functions
  • ActivationFunction
  • SigmoidActivation
  • SoftmaxActivation
  • RELUActivation
• Loss Functions
  • LossFunction
  • MSE
  • LogLoss
  • CrossEntropy

Indices and tables

• Index

• Module Index

• Search Page