fun-with-machine-learning

Classic machine learning algorithms implemented in python, just for fun)

Autoencoder

Example of a autoencoder on MNIST dataset. Original image on the left, predicted after autoencoder on the right.

Pytorch

Compare performance Pytorch vs Numpy

Neural Network

Neural Network ready to solve different problem.

Solve XOR problem

cd neural_network
python xor_problem.py

Solve a classic problem (MNIST dataset) using own Neural Network

Load mnist dataset

cd neural_network
bash load_mnist.sh

Run training network

cd neural_network
python mnist_problem.py