FrancesZhou / TaxiPrediction
☆21Updated 6 years ago
Alternatives and similar repositories for TaxiPrediction:
Users that are interested in TaxiPrediction are comparing it to the libraries listed below
- Reconstruction of DeepST☆103Updated 5 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 5 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆105Updated 3 years ago
- ☆48Updated 5 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆165Updated 3 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Updated 4 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- Code snippets of ST-ResNet by PyTorch☆65Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆289Updated 5 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆20Updated 3 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- ☆13Updated 6 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting☆18Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- 包括部分数据预处理以及基于Tensorflow的DMVST_Net模型的实现☆13Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆70Updated 4 years ago
- a easy pytorch implement of GeoMAN☆70Updated 2 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆93Updated 6 years ago
- 利用已有的地铁流量历史数据建立模型，实现数据间存在的关联，为该城市未来一天的地铁流量进行一个较为准确的预测☆25Updated 5 years ago
- Multidimensional Time Series Prediction by using LSTM☆56Updated 5 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- ☆88Updated 2 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆70Updated 3 years ago
- traffic-prediction using LSTM and GCN by pytorch☆59Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago