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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

awesome-machine-learning

Learning Resources And Links Of Machine Learning（updating）

awesome-tensorflow-2

👉 Tensorflow 2.x resources such as tutorial, blog, code and videos

book

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

gan-based-recommender-system

State-of-the-art Papers on GAN-based Recommender System (2017~2020)

generalized-pixelvae

PixelVAE with or without regularization

graphite

Code for Graphite iterative graph generation

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

line

LINE: Large-scale information network embedding

neumf

neural-collaborative-filtering

pytorch version of neural collaborative filtering

neural_collaborative_filtering

Neural Collaborative Filtering

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

openke

An Open-Source Package for Knowledge Embedding (KE)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-progressive_growing_of_gans

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

rechorus

“Chorus” of recommendation models: a PyTorch framework for Top-K recommendation with implicit feedback.

recq

RecQ: A Python Framework for Recommender Systems (TensorFlow Based)

sdlib

A Python library used to collect shilling detection methods and generate simulated attackers. (for academic use)

seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

seqgan-pytorch

Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

textgan-pytorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

tf-wgan

Wasserstein DCGAN in Tensorflow/Keras

topdeeplearning

A list of popular github projects related to deep learning

txetgan-attack

wassersteingan