willgeary / PredictingTaxiDemandAirports
Predicting Taxi Demand at Airports in NYC
☆18Updated 6 years ago
Related projects: ⓘ
- Code for the "Deep Learning for Short-Term Traffic Flow Prediction" paper (https://arxiv.org/abs/1604.04527)☆11Updated 7 years ago
- ☆32Updated 5 years ago
- Transfer learning for flight-delay prediction via variational autoencoders in Keras☆33Updated 7 years ago
- ☆26Updated 6 years ago
- ☆56Updated 5 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆11Updated 5 years ago
- Implementation of dynamic origin-destination demand estimation☆19Updated 5 years ago
- Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.☆61Updated 3 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆28Updated 6 years ago
- Code in python with tensorflow of the method described in the paper Unsupervised Interpretable Pattern Discovery in Time Series Using Aut…☆21Updated 5 years ago
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆115Updated 5 years ago
- Nested Logit Model with TensorFlow☆10Updated 5 years ago
- Cohort2 Traffic Analysis Capstone☆23Updated 7 years ago
- Dual Staged Attention Model for Time Series prediction☆66Updated 6 years ago
- [Big Data Analytics]Analyzing relationship between changes in weather and its impact on the city taxis☆13Updated 7 years ago
- The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.☆119Updated 4 years ago
- Pytorch implementation of the Loc2Vec with some modifications for speed☆52Updated 5 years ago
- Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆63Updated 4 years ago
- Repository of KDD Cup, 2018.☆54Updated 6 years ago
- Use of taxi GPS devices as pervasive resilience sensors.☆29Updated 9 years ago
- An analysis of traffic accident data for the UK in 2014, using data from the UK Data Service. (Sourced from Kaggle with original data com…☆12Updated 6 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Construct & Recommend trajectories using FYCC100m dataset☆13Updated 7 years ago
- CE599-002 Data Science for Transportation☆22Updated 2 years ago
- Using Imblearn To Tackle Imbalanced Data Sets☆37Updated 7 years ago
- Place2Vec ground truth dataset☆28Updated 5 years ago
- Source code for the paper "Towards Semantic-Aware Multiple-Aspect Trajectory Similarity Measuring"☆16Updated 4 years ago
- Taxi Trajectory Prediction☆14Updated 7 years ago
- Ensemble of ARIMA, prophet and LSTMS RNN☆35Updated 7 years ago
- Time Series Anomaly Detection Toolkit☆21Updated 5 years ago