Aplicity / metro_prediction
上海地铁预测可视化
☆29Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for metro_prediction
- 城市交通道路流量预测☆45Updated 5 years ago
- 交通流量多模型预测☆44Updated 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☆22Updated 5 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）☆50Updated 3 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☆197Updated 4 years ago
- 利用TensorFlow框架构建LSTM模型做出城市流量的预测☆14Updated 3 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
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆113Updated 3 years ago
- Tutorial about Graph Convolutional Network(GCN)☆90Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- 《交通大数据理论与方法》☆158Updated 2 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆84Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆106Updated 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。☆49Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated last year
- 交通流预测☆16Updated 3 years ago
- 客流预测、Resnet☆16Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 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☆33Updated 4 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆18Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆25Updated 9 months ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆327Updated 4 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆21Updated last year
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆94Updated 3 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆170Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 3 years ago
- 一个交通大数据可视化系统☆21Updated 7 years ago
- 地铁乘客流量预测☆29Updated 5 years ago
- 基于图注意力模型（GAT）的交通网络流量预测☆9Updated 2 years ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆18Updated 7 months ago