gcooq Goto Github PK

aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

apriori

Apriori算法实例-挖掘电影导演的关联规则

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

cifar10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

complex-network

复杂网络研究资源整理和基础知识学习

dcgan-lsgan-wgan-wgan-gp-tensorflow

DCGAN LSGAN WGAN WGAN-GP Tensorflow

deepst

Reconstruction of DeepST

deeptrip

source code for DeepTrip

dmopwc

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gcooq.github.io

personal page

generative-models

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

graphtrip

The source codes of GraphTrip

graphtul

reproduce of Contextual Spatio-Temporal Graph Representation Learning for Human Mobility Mining

ijcai-tulvae

source_code for TULVAE

irmoga

The source code of IRMoGA

nn_playground

Experimental implementation of novel neural network structures

overcoming-catastrophic

Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow

papers

reinforced-continual-learning

codes for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."

reinforced-continual-learning-1

code for paper "Ju Xu, Zhanxing Zhu. Reinforced Continual Learning. NIPS 2018."

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

representationlearning

知识表示相关学习算法

rotated_mnist_continual_learning

Continual learning strategies(EWC, GEM) for rotated MNIST dataset

selftrip

stulig

data source for STULIG

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

tf-vaegan

VAE-GAN in Tensorflow

tred

tsci

TSCI (Trajectory-based Social Circle Inference)