A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction
☆113Nov 10, 2021Updated 4 years ago
Alternatives and similar repositories for AT-Conv-LSTM
Users that are interested in AT-Conv-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆103Dec 19, 2018Updated 7 years ago
- ☆20Sep 23, 2021Updated 4 years ago
- 交通流量多模型预测☆55Aug 3, 2020Updated 5 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆680Aug 28, 2023Updated 2 years ago
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆27Jun 8, 2023Updated 2 years ago
- 使用深度学习模型LSTM和ConvLSTM结合Attention,对金融衍生品的成交持仓比指标进行预测☆19Jan 7, 2022Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Nov 19, 2020Updated 5 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,745Sep 1, 2025Updated 7 months ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆13Dec 20, 2019Updated 6 years ago
- An implementation by Pytorch☆24Oct 21, 2019Updated 6 years ago
- Predict traffic flow with LSTM. For experimental purposes only, unsupported!☆55Jul 19, 2018Updated 7 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆173Apr 22, 2021Updated 4 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆13Dec 29, 2021Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆75Oct 27, 2020Updated 5 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆14May 23, 2025Updated 10 months ago
- Traffic Prediction using LSTM method.☆61Nov 1, 2016Updated 9 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆108Jul 24, 2024Updated last year
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆42Sep 2, 2025Updated 7 months ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Nov 2, 2023Updated 2 years ago
- Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)☆100Nov 6, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- 智能网联车辆和人工 驾驶车辆混合行驶异质交通流特性研究☆16Sep 16, 2022Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- ☆17Jan 20, 2022Updated 4 years ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆20May 30, 2025Updated 10 months ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆398Nov 9, 2020Updated 5 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Jun 18, 2019Updated 6 years ago
- Multi-Factor Stock Profit Prediction Using EMD-ALSTM☆29Oct 21, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 3 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆85Jul 26, 2021Updated 4 years ago
- Network traffic data pipeline for real-time predictions and building datasets for deep neural networks☆53Sep 4, 2020Updated 5 years ago
- Bus travel time and arrival prediction using ConvLSTM neural networks☆55Aug 27, 2018Updated 7 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆524Apr 12, 2022Updated 4 years ago