Spatio-Temporal Graph Convolutional Networks
☆111Apr 19, 2019Updated 6 years ago
Alternatives and similar repositories for STGCN-IJCAI-18
Users that are interested in STGCN-IJCAI-18 are comparing it to the libraries listed below
Sorting:
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆366Dec 11, 2018Updated 7 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,187Apr 29, 2024Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 6 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆425Jun 28, 2019Updated 6 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,384Dec 9, 2024Updated last year
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆525Nov 7, 2019Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆525Apr 12, 2022Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆447Feb 4, 2020Updated 6 years ago
- A simplified Pytorch implementation of DCRNN☆14Jul 30, 2020Updated 5 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Nov 14, 2018Updated 7 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,741Sep 1, 2025Updated 6 months ago
- Taxi Origin-Destination Demand Prediction☆56Jul 4, 2020Updated 5 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16May 16, 2021Updated 4 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆144Apr 30, 2019Updated 6 years ago
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆121Aug 31, 2019Updated 6 years ago
- open traffic datasets☆32Dec 28, 2018Updated 7 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆76May 3, 2021Updated 4 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Jul 27, 2020Updated 5 years ago
- A tool for traffic assignment in python☆19Nov 8, 2016Updated 9 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆543Jul 17, 2024Updated last year
- Forecasting library in python☆13Sep 6, 2019Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆52May 6, 2020Updated 5 years ago
- ☆58Dec 18, 2018Updated 7 years ago
- Code for our Spatiotemporal Dynamic Network☆292Apr 28, 2019Updated 6 years ago
- ☆67Jan 12, 2022Updated 4 years ago
- ☆19Jun 29, 2020Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆1,286Feb 20, 2026Updated 2 weeks ago
- heat equation in tensorflow☆10Feb 14, 2017Updated 9 years ago
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 6 years ago
- Cohort2 Traffic Analysis Capstone☆23Jun 9, 2017Updated 8 years ago
- Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series☆243Dec 15, 2018Updated 7 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Mar 12, 2021Updated 4 years ago
- This repository contains all the material for the MLTrain NIPS workshop☆10Dec 9, 2017Updated 8 years ago
- PeMS crawler☆15Jan 2, 2019Updated 7 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆240Jul 15, 2020Updated 5 years ago
- DMVST-Net for AAAI 2018☆109Mar 18, 2021Updated 4 years ago