Beronx86

Transforming-Autoencoders

magenta

Magenta: Music and Art Generation with Machine Intelligence

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Deep-Expression

An Attention Based Open-Source End to End Speech Synthesis Framework, No CNN, No RNN, No MFCC!!!

WaveNet

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

phaseret

Phase ReTrieval for time-frequency representations

WassersteinGAN

tf-bestpractice

Tensorflow Best Practices

karpathy.github.io

my blog

Wind-Speed-Analysis

An elegant probability model for the joint distribution of wind speed and direction.

order-embeddings-wordnet

Order-Embeddings for WordNet completion

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. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

text2image

Generating Images from Captions with Attention

python-syntax

Python syntax highlighting script for Vim

warplda

Cache efficient implementation for Latent Dirichlet Allocation

reseg

A Recurrent Neural Network for Object Segmentation

lda2vec

dl4mt-multi

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

snake-ai

a snake AI written in python

rlenvs

Reinforcement learning environments for Torch7

DynamicMemoryNetworks

Python implementation of DMN

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

Lasagne

Lightweight library to build and train neural networks in Theano

notes-on-dirichlet-processes

:game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation