mpanpan Goto Github PK

align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere".

autossl

[ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

commodity-comment-crawler-with-analysis

京东天猫商品评论爬取及分析系统

crawler_jd_what_worthy_buying

爬取京东商品所有评论，利用情感分析，判断商品是否值得买

dci-pytorch

The pytorch implementation of decoupling representation learning and classification for GNN-based anomaly detection.

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

diffpool

doubananaly

豆瓣影评&京东商品评论的爬取和LDA分析

ga-lsna

gadbench

"GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023

gcc

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

gcl-mvgrl

gnnlens2

Visualization tool for Graph Neural Networks

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-data-augmentation-papers

A curated list of graph data augmentation papers.

graph-papers

Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.

graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

graphcl_automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

heco

The source code of HeCo KDD 2021 paper "Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning

hngcl

Source code for paper "Hard Negative Synthesis for Complementary Graph Contrastive Learning"

homework-template

LaTeX template for homework

ibm-models-1-2-3

implementation-of-self-paced-network-embedding

the implementation of seedNE, use random walk to get positive pair ,use self-paced negative sampling

jd-spider

毕业设计京东商品评论爬虫分析

jd_sentimentanalysis

A simple spider and sentiment analysis for JD (爬取京东商品评论+情感分析+数据可视化)

jdsncompare

关键词：京东商品评论爬虫 苏宁商品评论爬虫 评论情感分析 爬取京东苏宁商品信息（手机 笔记本电脑） 以及商品的评论 然后集成到web上，实现了价格评价的比较 并且对每件商品评论进行了情感分析，绘制了评论的词云