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Justin W's Projects

agcrn icon agcrn

Adaptive Graph Convolutional Recurrent Network

astgcn-r-pytorch icon astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

d2stgnn icon d2stgnn

Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

gitbox icon gitbox

A Git GUI for JSBox, based on isomorphic-git

itransformer icon itransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting".

jike-meow icon jike-meow

3rd Party Jike app chrome extension built with Vue.

lpgnn icon lpgnn

Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph Structure Learning"

mtgnn icon mtgnn

A PyTorch implementation of the paper: Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

patchtst icon patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

retro-reader-fork icon retro-reader-fork

This repo is our research summary and playground for MRC. More features are coming.

stemgnn icon stemgnn

Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

stid icon stid

Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

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