machine-learning

This repo contains various machine learning algorithms implemented in python on top of TensorFlow.

Here is the list of implemented algorithms:

• Logistic Regression - A logistic regression classifier implementation.
• Neural Network - A simple customizable multilayered neural network implementation.
• Autoencoder - An autoencoder implementation. This can be used for pre-training deep neural networks.
• Deep Neural Network - A deep neural network implementation laveraging autoencoders for greedy layer-wise network pretraining.
• Convolutional Neural Network - A convolutional neural network implementation.

Quickstart

1. Install Tensorflow
2. Run algorithm (e.g. python src/neural_net.py)