MLP

PythonNumPyPandasMatplotlib
MLP screenshot

Multilayer perceptron implemented from scratch for binary breast cancer classification on the Wisconsin dataset.

Key features

  • From-scratch implementation: forward propagation, backpropagation, gradient descent
  • Binary classification on the Wisconsin breast cancer dataset
  • Configurable architecture: layers, neurons, activation functions
  • Loss curve visualization with Matplotlib — pure NumPy, no ML framework
MLP screenshot 2