/perceptron_binary_classifier

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

Perceptron Binary Classifier

A naive implementation of a single-neuron neural network binary classifier that learns to distinguish between different data.

Idea

  • Generate random data set.
  • Implement single-neuron neural network.
  • Plot the distributions and the decision boundary to evaluate the functioning of the NN.