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mfgnet.jl

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

mim_boundary_condition

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

munit

Multimodal Unsupervised Image-to-Image Translation

neural_differential_equations

This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube

neuralnetdiffeq.jl

Solves ordinary differential equations and partial differential equations using neural nets

nips2016

Learning What and Where to Draw

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numpy-ml

Machine learning, in numpy

photo-realistic-super-resoluton

Torch Implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pix2pix

Image-to-image translation with conditional adversarial nets

pixeldtgan

A torch implementation of "Pixel-Level Domain Transfer"

ppgn

Code for paper "Plug and Play Generative Networks"

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python

All Algorithms implemented in Python

pytorch-deep-generative-replay

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017

pytorch-pretrained-biggan

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

rankgan

Implementation of Adversarial Ranking for Language Generation [ArxiV 1705.11001]

requests-for-research

A living collection of deep learning problems

rmt_theory_applications

some important properties on random matrix theory and its applications in multiple areas

rnn.wgan

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

scaled-mmd-gan

Scaled MMD GAN

scientific_computing

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

simple_gans

sinkhornautodiff

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

stackgan