sjruan / tptkLinks
A Trajectory Preprocessing Toolkit in Python
☆90Updated 5 months ago
Alternatives and similar repositories for tptk
Users that are interested in tptk are comparing it to the libraries listed below
Sorting:
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆55Updated 5 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Updated last year
- 2019-2021 Trajectory Paper Collation☆18Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 4 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆50Updated 7 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆276Updated 8 months ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- ☆47Updated 3 years ago
- ☆29Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- ☆145Updated 3 years ago
- ☆150Updated 5 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆34Updated 5 years ago
- This is for AAAI2020 submission #9808☆20Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆33Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆67Updated 6 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated 2 years ago
- ☆36Updated 4 years ago
- A collection of research on spatio-temporal data mining☆157Updated last year
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆240Updated 5 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆250Updated 2 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59Updated 5 years ago
- 交通·未来系列线上公益学术活动PPT☆117Updated 8 months ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Updated 2 years ago