offbit

char-models

Character level models for sentiment analysis

evo-design

Code for my blog post "Design by Evolution"

k-evo

Evolution of deep learning architectures

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bottom-up-attention-vqa

vqa, bottom-up-attention, pytorch

deep-rl-docker

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

DeepSpeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

densecap

Dense image captioning in Torch

DTW_Cython

Dynamic Time Warping in Cython

FUNIT

Translate images to unseen domains in the test time with few example images.

GANnotation

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

imgaug

Image augmentation for machine learning experiments.

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

Lasagne

Lightweight library to build and train neural networks in Theano

offbit.github.io

Moon is a minimal, one column jekyll theme.

pybrain

pytorch

Python wrappers for torch and lua

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

PyTorch-NEAT

seq-to-set

speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

spotlight

Deep recommender models using PyTorch.

tensorflow

Computation using data flow graphs for scalable machine learning

torch-rnn

Efficient, reusable RNNs and LSTMs for torch

torch.kaggle.cnn

Forked from https://github.com/facebook/fb.resnet.torch and modified to be used in kaggle.

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

vqa-counting

[ICLR 2018] Learning to Count Objects in Natural Images for Visual Question Answering