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deepxde

Deep learning library for solving differential equations

diffeqflux.jl

DifferentialEquations.jl + Flux.jl = Neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers

discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

dplc

Deep generative models for distribution-preserving lossy compression

ebgan

A tensorflow implementation of Junbo et al's Energy-based generative adversarial network ( EBGAN ) paper.

fbsnns

Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations

gans-awesome-applications

Curated list of awesome GAN applications and demo

gans-n-gmms

Official implementation of "On GANs and GMMs"

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

gazecorrection

GazeCorrection: Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gran

graphical-gan

source code of the paper Graphical Generative Adversarial Networks

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

icgan

Invertible conditional GANs for image editing

icml2016

Generative Adversarial Text-to-Image Synthesis

id-cgan

Image De-raining Using a Conditional Generative Adversarial Network

igan

Interactive Image Generation via Generative Adversarial Networks

improved-gan

code for the paper "Improved Techniques for Training GANs"

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

keras-gan

Keras implementations of Generative Adversarial Networks.

l2d-learning-to-discretize-solving-1d-scalar-conservation-laws-via-deep-reinforcement-learning-

source code of learning to discretize solving 1d scalar conservation laws via deep reinforcement learning

lapgan

(Pytorch)Implementation of LAPGAN. (Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks)

learning_julia

lintcode_problems_solutions

lsgan

Chainer implementation of Least Squares GAN (LSGAN)

machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

medgan

Generative adversarial network for generating electronic health records.

mergan