Neoyanghc / HiGRNLinks
HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
☆10Updated last year
Alternatives and similar repositories for HiGRN
Users that are interested in HiGRN are comparing it to the libraries listed below
Sorting:
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆26Updated 9 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆90Updated 2 months ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆17Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- ☆15Updated 2 years ago
- ☆26Updated 2 years ago
- ☆14Updated 2 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆25Updated last month
- Time Series Forecasting with Dynamic Graph Modeling☆10Updated 3 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆12Updated 10 months ago
- Code for DiffSTG☆71Updated last year
- ☆55Updated 3 months ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆11Updated last year
- ☆8Updated 8 months ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆30Updated 11 months ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆43Updated 5 months ago
- Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)☆13Updated 2 months ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆13Updated 8 months ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆22Updated 9 months ago
- ☆25Updated last year
- The official implementation of SDGL☆32Updated 10 months ago
- Display of data sets and core code in STCGCN☆23Updated 2 years ago
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆10Updated last year
- LCDFormer☆10Updated last year
- ☆42Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆45Updated 2 years ago
- PyTorch implementation of AirFormer, AAAI-23☆135Updated 2 years ago
- ☆83Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆21Updated this week