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
Alternatives and similar repositories for TrafficFlowPredictionResources
Users that are interested in TrafficFlowPredictionResources are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆403Nov 9, 2020Updated 5 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆682Aug 28, 2023Updated 2 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。☆146Jun 11, 2021Updated 5 years ago
- 交通流量多模型预测☆55Aug 3, 2020Updated 5 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆103Dec 19, 2018Updated 7 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.
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,769Sep 1, 2025Updated 9 months 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
- 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。☆61May 26, 2020Updated 6 years ago
- 交通流预测☆17Dec 9, 2020Updated 5 years ago
- 基于图注意力模型（GAT）的交通网络流量预测☆16Apr 16, 2022Updated 4 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆319Nov 10, 2023Updated 2 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆280Nov 17, 2022Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆204Dec 12, 2024Updated last year
- A time series task- predicting traffic flow using LSTM model☆23Jun 6, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Deep Belief Network for predicting time series in Pytorch.☆18Feb 26, 2019Updated 7 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆231Oct 25, 2023Updated 2 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆28Sep 29, 2022Updated 3 years ago
- Display of data sets and core code in STCGCN☆29Nov 16, 2022Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆173Apr 22, 2021Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆745Jul 13, 2021Updated 4 years ago
- 基于计算机视觉的交通场景智能应用（目标检测与目标追踪）☆22Mar 30, 2021Updated 5 years ago
- 实现对某个路段一段时间内的车辆流量预测☆19Jul 14, 2019Updated 6 years ago
- Traffic Flow Prediction using LSTM and GRU implemented using Noisy Activation Functions☆11Oct 25, 2017Updated 8 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.
- 《交通大数据理论与方法》☆181Aug 26, 2022Updated 3 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,134Dec 18, 2024Updated last year
- 阿里天池智慧交通预测挑战赛-Top7 /1716队☆15Jun 9, 2018Updated 8 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,207Aug 7, 2024Updated last year
- 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
- Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting☆15Nov 16, 2022Updated 3 years ago
- 2019天池 全球城市计算AI挑战赛 （地铁流量预测）Top30☆12Apr 10, 2019Updated 7 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆165Jun 1, 2026Updated 2 weeks 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Machine Learning Case Study to predict the Demand of Yellow Taxi in New York City at given location and at a given time interval.☆13Nov 19, 2018Updated 7 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆162Dec 4, 2025Updated 6 months ago
- 上海地铁预测可视化☆35Oct 18, 2019Updated 6 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆21May 1, 2021Updated 5 years ago
- 天池大数据比赛，贵州智慧交通预测☆12Aug 17, 2017Updated 8 years ago
- A roundabout traffic conflict dataset☆15Jan 15, 2024Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40May 12, 2026Updated last month