A Trajectory Preprocessing Toolkit in Python
☆91Sep 3, 2025Updated 9 months ago
Alternatives and similar repositories for tptk
Users that are interested in tptk are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆35Jul 3, 2020Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Apr 13, 2022Updated 4 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆51Jun 14, 2025Updated last year
- 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
- ☆17May 22, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Filter to transform GPS coordinates of vehicles into reconstructed trajectories☆22Jun 1, 2017Updated 9 years ago
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆28Nov 22, 2024Updated last year
- The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"☆11Oct 19, 2021Updated 4 years ago
- ☆27Feb 10, 2022Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Jul 2, 2024Updated last year
- ☆16Apr 9, 2025Updated last year
- Fast map matching, an open source framework in C++☆1,038Jul 9, 2024Updated last year
- source code for DeepTrip☆16May 9, 2020Updated 6 years ago
- ☆22Jun 15, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"☆14Jun 4, 2024Updated 2 years ago
- Map-matching using particle smoothing methods.☆16Jul 19, 2022Updated 3 years ago
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆13Sep 21, 2021Updated 4 years ago
- Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)☆13Apr 6, 2023Updated 3 years ago
- Adapt Newson and Krumm's classic 2009 paper, "Hidden Markov Map Matching Through Noise and Sparseness," for particle filters.☆12Apr 11, 2020Updated 6 years ago
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Mar 13, 2019Updated 7 years ago
- A command-line tool to convert GPS point into trajectory.☆19Sep 29, 2021Updated 4 years ago
- A Spatial Extension of Apache Flink☆26Aug 27, 2024Updated last year
- This is for AAAI2020 submission #9808☆19Nov 11, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆22Nov 17, 2021Updated 4 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆150Apr 10, 2021Updated 5 years ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆30Sep 8, 2024Updated last year
- Final Year Project in SEU, 2021.06☆15Aug 23, 2021Updated 4 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆263May 25, 2026Updated 3 weeks ago
- Distributed In-Memory Trajectory Analytics☆39Jan 22, 2018Updated 8 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 5 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Oct 3, 2024Updated last year
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59May 8, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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
- Traffic Flow Prediction with Vehicle Trajectories☆76Mar 15, 2021Updated 5 years ago
- GNSS公共包☆21Oct 12, 2019Updated 6 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Aug 7, 2023Updated 2 years ago
- Effective and Efficient Sports Play Retrieval with Deep Representation Learning☆14Jun 19, 2022Updated 3 years ago
- 实现了百度墨卡托米制坐标与百度经纬度坐标的转化,以及大地坐标系、火星坐标系、百度经纬度坐标系之间的互转,直线距离计算☆17Jul 13, 2020Updated 5 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆13Mar 8, 2024Updated 2 years ago