masizhou / traffic_prediction
分别使用三种图卷积做一个简单的交通流量预测模型。
☆35Updated 4 years ago
Alternatives and similar repositories for traffic_prediction:
Users that are interested in traffic_prediction are comparing it to the libraries listed below
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆107Updated 4 years ago
- Tutorial about Graph Convolutional Network(GCN)☆95Updated 3 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。☆123Updated 3 years ago
- 交通流量多模型预测☆46Updated 4 years ago
- traffic-prediction using LSTM and GCN by pytorch☆55Updated 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☆211Updated 4 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆100Updated 3 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆89Updated 6 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆161Updated 3 years ago
- 使用GCN和GRU组合模型,多站点气温预测☆35Updated 3 years ago
- A PyTorch implementation of T-GCN☆61Updated last year
- ☆48Updated 5 years ago
- 城市交通道路流量预测☆48Updated 6 years ago
- MVTS Classification with GCN-LSTM☆20Updated 2 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆19Updated 3 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆18Updated 2 years ago
- 基于图注意力模型(GAT)的交通网络流量预测☆11Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- ☆36Updated 2 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☆12Updated 4 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆126Updated 3 years ago
- Some TrafficFlowForecasting Solutions( 交通流量预测解决方案)☆344Updated 4 years ago
- ☆76Updated last year
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆202Updated 3 years ago
- ☆62Updated 3 years ago
- ☆8Updated 4 years ago
- ☆33Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆53Updated 2 years ago