lipopo / traffic_flow_multi_model_predict
交通流量多模型预测
☆48Updated 4 years ago
Alternatives and similar repositories for traffic_flow_multi_model_predict:
Users that are interested in traffic_flow_multi_model_predict are comparing it to the libraries listed below
- 城市交通道路流量预测☆52Updated 6 years ago
- 交通流预测☆17Updated 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☆223Updated 4 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。☆35Updated 4 years ago
- 利用TensorFlow框架构建LSTM模型做出城市流量的预测☆19Updated 3 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆94Updated 6 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆354Updated 4 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。☆133Updated 3 years ago
- 基于卡口实时过车数据进行交通流量的实时预测分析,使用LSTM循环神经网络模型进行融合预测,准确率达到90%以上。☆55Updated 4 years ago
- 基于图注意力模型(GAT)的交通网络流量预测☆12Updated 3 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☆25Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆109Updated 4 years ago
- 城市交通流量时空预测---山东省数据应用(青岛)创新创业大赛。http://sdac.qingdao.gov.cn/common/cmptIndex.html☆35Updated 5 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆107Updated 3 years ago
- 2019年广西人工智能设计大赛:交通-地铁客流量预测Baseline(三等奖)☆47Updated 4 years ago
- 《交通大数据理论与方法》☆165Updated 2 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
- ☆20Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- T-GCN交通流量动态预测,需要研究如何把流速转化为流量☆11Updated 5 years ago
- Tutorial about Graph Convolutional Network(GCN)☆101Updated 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☆12Updated 4 years ago
- lstm算法构建的车流量预测模型☆34Updated last year
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- 一个交通大数据可视化系统☆22Updated 7 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago
- A time series task- predicting traffic flow using LSTM model☆21Updated 4 years ago
- curated baselines and evaluation metrics to benchmark the task traffic flow prediction☆28Updated 2 years ago
- 使用YOLOv5与Sort算法对道路监控视频中的车流量、速度与密度参数进行提取,使用transformer对未来的交通流参数进行预测☆17Updated 6 months ago