Cbhihe/NN_binary-classifier

NN-based binary classification with logistic regression loss, back-propagation with gradient descent and optional regularization

Contents

Python code implementation of a simple binary classification:

• randomly generated data set
• hyperbolic tangent (tanh) activation function (adequate for binary classification)
• log or cross-entropy loss
• NN - forward and back-propagation with gradient descent and optional regularization