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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

codejam

My solutions to Google Code Jam, and a library of helper functions, codejamhelpers

dataaugmentation

Image Data Augmentation

deep-fluids

Deep Fluids: A Generative Network for Parameterized Fluid Simulations

draw

Torch implementation of DRAW: A Recurrent Neural Network For Image Generation

lstm_language_model

Torch implementation of LSTM Language Modelling

mdn

Torch implementation of Mixture Density Networks

ner_window

Torch implementation of Named Entity Recognition Window Model

photo_clean

plstm

practical3

practical6

Practical 6: LSTM language models

recursive_neural_network

Torch implementation of Recursive Neural Network

serve

Model Serving on PyTorch

statsmodels

Statsmodels: statistical modeling and econometrics in Python

tensorflow

Computation using data flow graphs for scalable machine learning

torch2trt

An easy to use PyTorch to TensorRT converter

torchnet

Torch on steroids

translator

Torch implementation of Sequence to Sequence Learning with Neural Networks

traveling_salesman

Torch implementation of traveling salesman problem using A star search

tutorials

variational_autoencoder

Torch implementation of Variational Autoencoder

word2vec

Torch implementation of word2vec and sentiment analysis