qRNG: A Quantum Random Number Generator
A python API for generating random numbers using IBM’s publicly available quantum computers.
Breast Cancer Classification Network
A neural network trained to distinguish between benign and malignant breast cancer cells with a ~90% accuracy.
FileToPNG: Encoding files as PNGs
A tool for converting files into a sendable image format. As it turns out, interesting aspects of the file can be gleaned by how its encoded form looks.
Reinforcement Learning Pong AI
An neural network trained to play pong against a competent bot. While not perfect, with enough training it’s win rate approaches ~90%.
Neurosky EEG Test App
An Android app that can communicate with a Neurosky EEG headset via bluetooth, allowing the user to output a CSV of their brainwaves at different key frequencies over time.
Handwritten Digit Classifier
An android app demonstration of a model for classifying handwritten digits (0-9) using a convolutional neural network made in TensorFlow. It was trained on the MNIST Dataset on about 1,000,000 examples. You can find the model here.