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aaai-template

latex template for various conferences

apan

awesome-dynamicgraphlearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

ctdne

Implementation of the CTDNE algorithm.

ctgcn

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

deepwalk

DeepWalk - Deep Learning for Graphs

dynamic-graph-papers

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

graphembedding

Implementation and experiments of graph embedding algorithms.

image-segmentation

line_pytorch

A PyTorch implementation of the LINE paper.

link-prediciton-vgae-gat-gcn-etc-

gnn for link prediction，图神经网络用于链接预测。

mb-gmn

Code for MB-GMN, SIGIR 2021

mbrec

nodeingraph

Challenge 2022

sdg

SDG: A Simplified and Dynamic Graph Neural Network, SIGIR 2021

simple-kan-4-time-series

A simple feature-based time series classifier using Kolmogorov–Arnold Networks

stgcn_ijcai-18

[IJCAI'18] Spatio-Temporal Graph Convolutional Networks

tgn

TGN: Temporal Graph Networks

thine

The codes of IJCAI 2021 paper "Temporal Heterogeneous Information Network Embedding"

time2vec-pytorch

Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf

timesurl

The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"

torch-rgcn-link-class

A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).

tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

wsdm-2022-challenge-tgn

wsdm2022tgp-antgraph

the 1st place of WSDM 2022 Challenge (Temporal Link Prediction)