zachysun / Taxi_Traffic_Benchmark
Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)
☆13Updated last month
Alternatives and similar repositories for Taxi_Traffic_Benchmark:
Users that are interested in Taxi_Traffic_Benchmark are comparing it to the libraries listed below
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- ☆64Updated 3 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆20Updated 3 years ago
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆15Updated last year
- ☆21Updated 10 months ago
- ☆38Updated 2 years ago
- ☆38Updated 3 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆33Updated 4 months ago
- ☆43Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆19Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆88Updated last month
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆13Updated last month
- Display of data sets and core code in STCGCN☆23Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- ☆16Updated 2 years ago
- Using to predict the highway traffic speed☆31Updated last month
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆36Updated 4 months ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆61Updated 5 months ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆31Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- ☆13Updated 2 years ago
- ☆49Updated 2 years ago
- ☆73Updated 2 years ago