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FeedForwardNNLibrary

Description

The folder "FeedForwardNNLibrary" is the actual library, and the other three (not Loaded) folders are examples of implementation (which reference the library as a project reference). The Iris Flower (Loaded) folder is an example of importing a previously exported model.

Features

Constructor & Methods

  • Creation of Network (parameters: number of inputs, learning rate, momentum scalar, batch size)
  • Add layer (parameters: number of neurons in layer, activation function)
  • Train (parameters: list of training samples, number of epochs)
  • Forward Propagate - for seeing results for feeding a sample the network hasn't trained on (parameters: inputs)

Activation Functions

  • Tanh
  • ReLu
  • Softmax
  • None

Export/Import Model

  • Export model to a .xml file path
  • Import model from a .xml file path