A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction
☆112Nov 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
- 交通流量多模型预测☆54Aug 3, 2020Updated 5 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆678Aug 28, 2023Updated 2 years ago
- Attentive Traffic Flow Machines☆60Oct 16, 2020Updated 5 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☆1,746Sep 1, 2025Updated 6 months ago
- Proposed Proof of Concept to solve Traffic Congestion and Prediction Problem for Smart Cities by using LSTM(for future prediction) + CNN(…☆18Jan 4, 2023Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆13Dec 20, 2019Updated 6 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☆15Jan 26, 2021Updated 5 years ago
- An implementation by Pytorch☆24Oct 21, 2019Updated 6 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
- ☆11Apr 23, 2023Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆74Oct 27, 2020Updated 5 years ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆13May 23, 2025Updated 10 months ago
- 交通流预测☆17Dec 9, 2020Updated 5 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
- 基于图注意力模型（GAT）的交通网络流量预测☆16Apr 16, 2022Updated 3 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆108Jul 24, 2024Updated last year
- Hybrid CNN-LSTM Encoder Decoder algorithm for multi-step reservoir storage volume forecasting☆19Jan 20, 2024Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆60Feb 11, 2018Updated 8 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 years ago
- Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)☆100Nov 6, 2020Updated 5 years ago
- 联邦学习预测节点流量☆13Dec 5, 2020Updated 5 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras☆750Mar 26, 2020Updated 5 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"☆19May 30, 2025Updated 9 months ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆393Nov 9, 2020Updated 5 years ago
- open traffic datasets☆32Dec 28, 2018Updated 7 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
- Algorithms for prediction of congestion from Network State☆19Feb 1, 2020Updated 6 years ago
- 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.☆86Jul 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
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago