zouguojian / Traffic-flow-predictionLinks
This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.
☆28Updated 5 months ago
Alternatives and similar repositories for Traffic-flow-prediction
Users that are interested in Traffic-flow-prediction are comparing it to the libraries listed below
Sorting:
- Using to predict the highway traffic speed☆35Updated 7 months ago
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆23Updated 3 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆114Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆156Updated 4 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆109Updated 3 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆21Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated last year
- 交通流量预测项目在研，以下是本人学习过程中积累整理的资源，会持续更新☆235Updated 5 years ago
- curated baselines and evaluation metrics to benchmark the task traffic flow prediction☆28Updated 3 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆101Updated 6 years ago
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆136Updated 4 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆168Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆191Updated 10 months ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆21Updated 3 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆145Updated 7 months ago
- ☆49Updated 5 years ago
- ☆13Updated 7 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆239Updated 4 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Updated 2 years ago
- A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed☆18Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated 2 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21Updated 4 years ago
- ☆39Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆225Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆272Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆264Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 5 years ago