robohal / lstm-bus-route-prediction
The project uses Keras on top of a Tensorflow LSTM to predict bearings, latitude/longitude, delays, and speeds for Metlink bus ping data
☆11Updated 7 years ago
Alternatives and similar repositories for lstm-bus-route-prediction
Users that are interested in lstm-bus-route-prediction are comparing it to the libraries listed below
Sorting:
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆101Updated 6 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆48Updated 4 years ago
- Taxi Trajectory Prediction☆15Updated 7 years ago
- ☆13Updated 7 years ago
- ☆46Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆27Updated 6 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- ☆22Updated 8 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
- ☆38Updated 6 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- ☆132Updated 6 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 5 years ago
- Source code for the paper "Towards Semantic-Aware Multiple-Aspect Trajectory Similarity Measuring"☆16Updated 4 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 6 years ago
- Deep model for accident risk prediction over sparse traffic data☆44Updated 4 years ago
- Trajectory Mining Library for Python☆38Updated 5 years ago
- A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction☆16Updated 4 years ago
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆70Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆231Updated 4 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆65Updated last year
- code for "Trajectory clustering via deep representation learning"☆185Updated 7 years ago
- ☆33Updated 6 years ago
- ☆136Updated 7 years ago
- GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data☆27Updated 4 years ago