This repository contains an example of a MLP Neural Network written using Tensorflow contained in the ClassificationNN.py file. ClassificationNN is configured to perform classification on the 5 datasets datasets below:
- MNIST (Obviously)
- Pokerhand - https://archive.ics.uci.edu/ml/datasets/Poker+Hand
- Bank - https://archive.ics.uci.edu/ml/datasets/human+activity+recognition+using+smartphones
- Human Activity Recognition Using Smartphones Data Set (HAR) - https://archive.ics.uci.edu/ml/datasets/human+activity+recognition+using+smartphones
- Wine - https://archive.ics.uci.edu/ml/datasets/Wine+Quality (Only 50% with this one!)
A tutorial to write a simple MLP Neural Network is provided in the tensorflow-introduction.pptx