mcleavey Goto Github PK

android-vision

Sample code for the Android Mobile Vision API.

austen-generator

Pytorch language model to generate Jane Austen paragraphs

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

deepchem

Deep-learning models for Drug Discovery and Quantum Chemistry

fastai

The fast.ai deep learning library, lessons, and tutorials

first-grade-spelling-math-game

Teaching a first grade class to make a spelling and math video game.

identify_author

Trains a language model to generate a paragraph of a novel. Then, creates a classifier to identify the author of a previously unseen novel from only 5 lines of the text. Uses Pytorch & FastAI.

improv

A quick, interactive website game that generates fun musical ideas for improvising on piano. Based on paper.js and howl

insight

Edgar analytics problem for Insight Data

isolation

AI agent that plays the board game Isolation. (Using minimax and alpha-beta pruning.)

keras

Deep Learning for humans

magenta

Magenta: Music and Art Generation with Machine Intelligence

musical-neural-net

Train an LSTM to generate piano or violin/piano music.

neuronal-synchrony

A collection of two dimensional animations that are triggered by sound.

qiskit-sdk-py

Python tools for running quantum information experiments

sign-language-recognizer

Trains a Hidden Markov Model to recognize American Sign Language words on a video. I was able to achieve significantly better recognition (65% with just the HMM and 77% by adding a language model) than was expected in the Udacity class (40-50% recognition was required to pass).

task-app

Demo task manager I created while I learned html/css/js/mongoDB. Create tasks of varying importance/urgency, drag and drop to different categories. Also has login/logout.

tensorflow-rnn-shakespeare

Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.

tfjs-garden

wavegan

WaveGAN: using GANs to synthesize raw audio

wavegan-1

PyTorch reimplementation of WaveGAN