比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。
☆146Jun 11, 2021Updated 5 years ago
Alternatives and similar repositories for GCN-tffc
Users that are interested in GCN-tffc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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☆249Sep 28, 2020Updated 5 years ago
- 交通流量多模型预测☆55Aug 3, 2020Updated 5 years ago
- A PyTorch implementation of T-GCN☆64Apr 16, 2023Updated 3 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆403Nov 9, 2020Updated 5 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☆10Oct 17, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 城市交通道路流量预测☆64Dec 6, 2018Updated 7 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,769Sep 1, 2025Updated 9 months ago
- Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional …☆39Nov 30, 2023Updated 2 years ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago
- Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting☆18Oct 4, 2022Updated 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。☆43Sep 5, 2020Updated 5 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆28Sep 29, 2022Updated 3 years ago
- ☆36Sep 25, 2021Updated 4 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆262Jul 1, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- lstm算法构建的车流量预测模型☆43May 31, 2023Updated 3 years ago
- used for Stock Prodiction&power prediction&Traffic prediction by ARIMA,xgboost,RNN,LSTM,TCN☆116Feb 7, 2020Updated 6 years ago
- The PyTorch implementation of STGCN.☆686Apr 2, 2025Updated last year
- Character based Temporal Convolutional Networks + Attention Layer☆173May 30, 2018Updated 8 years ago
- TCN-based sequence-to-sequence model for time series forecasting.☆33Jul 17, 2022Updated 3 years ago
- An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.☆79Jul 28, 2023Updated 2 years ago
- Pytorch-基于GCN/GAT/Chebnet图神经网络实现的交通流预测☆23Dec 5, 2023Updated 2 years ago
- Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data☆33Jul 11, 2019Updated 6 years ago
- 使用GCN和GRU组合模型,多站点气温预测☆41Oct 14, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 城市群体驻留与交通流量时空模式研究☆12Mar 4, 2017Updated 9 years ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆26Mar 31, 2024Updated 2 years ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Feb 16, 2023Updated 3 years ago
- Hierarchical Time Series Forecasting☆15Feb 8, 2023Updated 3 years ago
- VectorNet Code Replication,Contains mini data datasets that can be run directly,The visualization content will be updated in the future☆14Jun 28, 2024Updated last year
- Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)☆14Mar 16, 2025Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆745Jul 13, 2021Updated 4 years ago
- 交通时空大数据分析与挖掘☆15Apr 18, 2022Updated 4 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"☆14Jul 10, 2022Updated 3 years ago
- Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images☆14Feb 2, 2021Updated 5 years ago
- ☆29Apr 24, 2021Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆454Feb 4, 2020Updated 6 years ago
- Time Series Forecasting with Dynamic Graph Modeling☆16Aug 31, 2025Updated 9 months ago
- [Information Fusion] "Integrating the Urban Science with Deep Learning for City-wide Network Congestion Prediction" by Wenqing Zheng, Hao…☆14Jul 21, 2023Updated 2 years ago