dzhv / Spatio-Temporal-mobile-traffic-forecasting
Mobile Traffic Prediction using Deep Learning models
☆26Updated 4 years ago
Alternatives and similar repositories for Spatio-Temporal-mobile-traffic-forecasting:
Users that are interested in Spatio-Temporal-mobile-traffic-forecasting are comparing it to the libraries listed below
- This repository implements the model in MobiHoc'18: "Long-term mobile traffic forecasting using deep spatio-temporal neural networks"☆27Updated 5 years ago
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆15Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆218Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆62Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆100Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆134Updated 2 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆126Updated 3 years ago
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆94Updated 3 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks☆41Updated 3 years ago
- ☆49Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆67Updated 2 years ago
- A PyTorch implementation of T-GCN☆61Updated last year
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆91Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆226Updated last year
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆22Updated last year
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆48Updated 5 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆153Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆220Updated 5 years ago
- Source code and data for our JSAC paper☆23Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆107Updated 4 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆18Updated 2 years ago