corenel / traffic-prediction
Traffic Prediction using LSTM method.
☆58Updated 8 years ago
Alternatives and similar repositories for traffic-prediction:
Users that are interested in traffic-prediction are comparing it to the libraries listed below
- Predict traffic flow with LSTM. For experimental purposes only, unsupported!☆54Updated 6 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆94Updated 6 years ago
- a model for traffic flow forecast☆29Updated 6 years ago
- Algorithms for prediction of congestion from Network State☆18Updated 5 years ago
- Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network☆59Updated 5 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆619Updated last year
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆231Updated 4 years ago
- Keras implementation of STF-RNN: Space Time Features-based Recurrent Neural Network for Predicting People Next Location☆29Updated 7 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆112Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆290Updated 6 years ago
- 运用GAN来进行交通流预测和数据修复☆22Updated 4 years ago
- short term traffic forecasting using deep learning architectures☆21Updated 2 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- research survey of traffic prediction☆26Updated 7 years ago
- 天池大数据比赛，贵州智慧交通预测☆11Updated 7 years ago
- KDD CUP 2017 Highway Tollgates Traffic Flow Prediction(Traffic Volume Prediction)☆24Updated 7 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, strai…☆12Updated 7 years ago
- Dual Staged Attention Model for Time Series prediction☆67Updated 7 years ago
- 城市交通流量时空预测---山东省数据应用（青岛）创新创业大赛。http://sdac.qingdao.gov.cn/common/cmptIndex.html☆35Updated 5 years ago
- Taxi Trajectory Prediction☆15Updated 7 years ago
- ☆36Updated 6 years ago
- This repository includ LSTM(test)、VanillaLSTM、ConvLSTM works for graduation project about TrafficFlowPredict.☆8Updated 5 years ago
- Used LSTM and GRU for RNN, KNN for linear regression☆45Updated 7 years ago
- Multidimensional Time Series Prediction by using LSTM☆56Updated 5 years ago
- dc数据竞赛 汽车出行预测☆10Updated 6 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆355Updated 4 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆410Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 6 years ago