sjruan / tptkLinks
A Trajectory Preprocessing Toolkit in Python
☆82Updated last week
Alternatives and similar repositories for tptk
Users that are interested in tptk are comparing it to the libraries listed below
Sorting:
- Learning to Generate Maps from Trajectories (AAAI'20)☆54Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆147Updated 4 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated 3 months ago
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- ☆47Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆87Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆242Updated 3 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆61Updated last month
- A collection of research on spatio-temporal data mining☆156Updated 7 months ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 9 months ago
- ☆149Updated 5 years ago
- ☆29Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 11 months ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- This is for AAAI2020 submission #9808☆19Updated 10 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- ☆140Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆246Updated 2 years ago
- code for "Trajectory clustering via deep representation learning"☆192Updated 7 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆29Updated 6 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆72Updated 4 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆33Updated 5 years ago
- ☆26Updated 3 years ago
- Reconstruction of DeepST☆106Updated 5 years ago