backpropagation 0.0.3

Backpropagation Algorithm

Backpropagation

This module contains the implementation of the backpropagation algorithm

Usage

    from backpropagation.NeuralNetwork import NeuralNetwork

    from backpropagation.Backpropagation import Backpropagation
    from backpropagation.HyperbolicTangent import HyperbolicTangent
    from backpropagation.ReLU import ReLU
    from backpropagation.Sigmoid import Sigmoid

    nn = NeuralNetwork(input_units, hidden_units, output_units)
    nn.initalize_weights(bais -> boolean)

    bp = Backpropagation(NeuralNetwork, epochs, learning_rate, activation_fuction)
    bp.train(input, target)
    bp.predict(input, actual_output)