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deepmusic's Projects

a-nice-mc icon a-nice-mc

Code for "A-NICE-MC: Adversarial Training for MCMC"

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

appearance-flow icon appearance-flow

A deep learning framework for synthesizing novel views of objects and scenes

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

deconvlr icon deconvlr

Lucy-Richardson deconvolution algorithm

densenet icon densenet

Code for Densely Connected Convolutional Networks (DenseNets)

densenetcaffe icon densenetcaffe

Caffe code for Densely Connected Convolutional Networks (DenseNets)

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

gans icon gans

PyTorch implementation of several GANs.

gru4rec icon gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

igan icon igan

Interactive Image Generation via Generative Adversarial Networks

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

ml icon ml

Implementations of classic Machine Learning algorithms

neuralimagesynthesis icon neuralimagesynthesis

Code to reproduce the results from the paper "Controlling Perceptual Factors in Neural Style Transfer" (https://arxiv.org/abs/1611.07865).

ntm icon ntm

An implementation of Neural Turing Machines

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

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