Nelson Cummings's repositories
tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
nv-wavenet
Reference implementation of real-time autoregressive wavenet inference
SpeechUtils
Something useful for speech and natural language processing
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
Specs
The CocoaPods Master Repo
Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
parrot
RNN-based generative models for speech.
awesome-starcraftAI
A curated list of resources dedicated to StarCraft AI.
PRMLT
Pattern Recognition and Machine Learning Toolbox
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
keras-wavenet
Keras implementation of deepmind's wavenet paper
karpathy.github.io
my blog
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment.
order-embeddings-wordnet
Order-Embeddings for WordNet completion
blocks
A Theano framework for building and training neural networks
warplda
Cache efficient implementation for Latent Dirichlet Allocation
edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
DynamicMemoryNetworks
Python implementation of DMN
rlenvs
Reinforcement learning environments for Torch7
pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
MarkovNetwork
Python implementation of Markov Networks for neural computing.
blocks-examples
Examples and scripts using Blocks
fuel
A data pipeline framework for machine learning
text2image
Generating Images from Captions with Attention
ntm-lasagne
Neural Turing Machines library in Theano with Lasagne