A Trajectory Preprocessing Toolkit in Python
☆92Sep 3, 2025Updated 6 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)☆61Apr 13, 2022Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- Filter to transform GPS coordinates of vehicles into reconstructed trajectories☆22Jun 1, 2017Updated 8 years ago
- The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"☆12Oct 19, 2021Updated 4 years ago
- ☆37Feb 16, 2021Updated 5 years ago
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆27Nov 22, 2024Updated last year
- ☆28Feb 10, 2022Updated 4 years ago
- ☆16May 22, 2024Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆138Jul 2, 2024Updated last year
- ☆15Apr 9, 2025Updated 10 months ago
- Fast map matching, an open source framework in C++☆1,024Jul 9, 2024Updated last year
- ☆22Jun 15, 2024Updated last year
- source_code for TULVAE☆22Feb 14, 2018Updated 8 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆13Mar 8, 2024Updated last year
- Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"☆12Jun 4, 2024Updated last year
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆149Apr 10, 2021Updated 4 years ago
- Adapt Newson and Krumm's classic 2009 paper, "Hidden Markov Map Matching Through Noise and Sparseness," for particle filters.☆12Apr 11, 2020Updated 5 years ago
- Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)☆14Apr 6, 2023Updated 2 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 4 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59May 8, 2020Updated 5 years ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆25May 26, 2025Updated 9 months ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Nov 14, 2018Updated 7 years ago
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆14Sep 21, 2021Updated 4 years ago
- Effective and Efficient Sports Play Retrieval with Deep Representation Learning☆14Jun 19, 2022Updated 3 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Oct 3, 2024Updated last year
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Aug 7, 2023Updated 2 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆16Jan 29, 2026Updated last month
- Distributed In-Memory Trajectory Analytics☆38Jan 22, 2018Updated 8 years ago
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆18May 29, 2022Updated 3 years ago
- ☆16Jul 20, 2022Updated 3 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆258Feb 20, 2026Updated 2 weeks ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Sep 28, 2024Updated last year
- MetroFlow is an open-sourced, city-scale metro flow dataset, covering the period of May-August 2017 and 302 metro stations in Shanghai, C…☆30Jun 30, 2025Updated 8 months ago
- A command-line tool to convert GPS point into trajectory.☆19Sep 29, 2021Updated 4 years ago
- Java map matching library for integrating the map into software and services with state-of-the-art online and offline map matching that c…☆689Apr 14, 2023Updated 2 years ago
- This is for AAAI2020 submission #9808☆20Nov 11, 2024Updated last year
- Final Year Project in SEU, 2021.06☆16Aug 23, 2021Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Apr 5, 2024Updated last year
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,097Dec 18, 2024Updated last year