zouchangjie / T-GCN--------Links
T-GCN交通流量动态预测，需要研究如何把流速转化为流量
☆10Updated 5 years ago
Alternatives and similar repositories for T-GCN--------
Users that are interested in T-GCN-------- are comparing it to the libraries listed below
Sorting:
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆369Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆239Updated 6 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆198Updated 5 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。☆137Updated 4 years ago
- 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☆231Updated 4 years ago
- 利用已有的地铁流量历史数据建立模型，实现数据间存在 的关联，为该城市未来一天的地铁流量进行一个较为准确的预测☆27Updated 6 years ago
- 城市交通道路流量预测☆55Updated 6 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆111Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆148Updated 4 years ago
- 交通流量多模型预测☆51Updated 5 years ago
- Tutorial about Graph Convolutional Network(GCN)☆103Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆20Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- ☆77Updated last year
- traffic-prediction using LSTM and GCN by pytorch☆61Updated 5 years ago
- 分别使用三种图卷积做一个简单的交通流量预测模型。☆39Updated 4 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆100Updated 6 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆34Updated 5 years ago
- MVTS Classification with GCN-LSTM☆24Updated 3 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆143Updated 5 months ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆235Updated 4 years ago
- ☆48Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆108Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- ☆34Updated 3 years ago
- A PyTorch implementation of T-GCN☆63Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆73Updated 4 years ago