swangcs / BusGPSLinks
This project aims at the big data challenges for predicting bus arrival time using GPS datasets.
☆13Updated last year
Alternatives and similar repositories for BusGPS
Users that are interested in BusGPS are comparing it to the libraries listed below
Sorting:
- Processing for a NYC traffic dataset☆12Updated 6 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Project on using ML to implement bus arrival time prediction☆14Updated 8 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆209Updated 2 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☆27Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆292Updated 6 years ago
- 运用GAN来进行交通流预测和数据修复☆22Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- research survey of traffic prediction☆27Updated 7 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆414Updated 6 years ago
- 基于Keras框架，结合LSTM/GRU/Arima/WNN实现多方式的水质参数预测☆22Updated 7 years ago
- ☆12Updated 5 years ago
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆70Updated 4 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆232Updated 5 years ago
- 使用GCN和GRU组合模型，多站点气温预测☆37Updated 3 years ago
- 建立SARIMA-LSTM混合模型预测时间序列问题。以PM2.5值为例，使用UCI公开的自2013年1月17日至2015年12月31日五大城市PM2.5小时检测数据，将数据按时间段划分，使用SARIMA过滤其线性趋势，再对过滤后的残差使用LSTM进行预测，最后对预测结果进行…☆82Updated 6 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆239Updated 5 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆112Updated 3 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Updated 2 years ago
- Reconstruction of DeepST☆105Updated 5 years ago
- Multidimensional Time Series Prediction by using LSTM☆57Updated 6 years ago
- a model for traffic flow forecast☆29Updated 6 years ago
- 天池全球城市计算AI挑战赛-地铁人流量预测 A榜22/2319☆134Updated 6 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆33Updated 5 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆102Updated 6 years ago
- Tensorflow implementation of paper http://arxiv.org/abs/1809.02105☆66Updated 5 years ago