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MatchingNetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

vaeblog

CoGAN

improved_wgan_training

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

MatchingNetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

few-shot-gnn

prog_gans_pytorch_inference

PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot

Paper-Implementations

Use PyTorch to implement some classic frameworks

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

generative-models

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

progressive_growing_of_gans

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

PyTorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

sdgan

Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

GAN-discussions

GAN讨论群讨论汇总的地方

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

sphinx_demo

sphinx demo setup with cjk pdf support

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nndl

Another Chinese Translation of Neural Networks and Deep Learning

DSB2017

The solution of team 'grt123' in DSB2017

spark

Apache Spark - A unified analytics engine for large-scale data processing