LeiBAI / DCRNN_Pytorch
A simplified Pytorch implementation of DCRNN
☆11Updated 4 years ago
Alternatives and similar repositories for DCRNN_Pytorch:
Users that are interested in DCRNN_Pytorch are comparing it to the libraries listed below
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆68Updated 4 years ago
- ☆42Updated 3 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆46Updated 4 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 4 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 5 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- traffic flow prediction☆23Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆91Updated 2 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 2 years ago
- open traffic datasets☆28Updated 6 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆37Updated 2 years ago
- ☆87Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆34Updated 3 years ago
- ☆116Updated last year
- PyTorch implementation of STGCN☆73Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 4 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Transportation data online prediction☆48Updated 3 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- ☆48Updated 5 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆33Updated 5 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆19Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆106Updated 3 years ago
- ☆49Updated 2 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- a easy pytorch implement of GeoMAN☆69Updated last year
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago