Multilayer perceptron in Python with MNIST digit classification and Reuters Topic classification example.
Implementation of a multilayer perceptron with stochastic gradient descent applied on the cross-entropy cost function plus:
- Momentum
- Dropout
Requirements:
- python2
- numpy
Start example with running make mnist
respectively make reuters
.