YakshHaranwala / PTRAIL
PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.
☆24Updated 2 months ago
Alternatives and similar repositories for PTRAIL:
Users that are interested in PTRAIL are comparing it to the libraries listed below
- [SIGSPATIAL '22] Next location prediction considering travel mode☆17Updated last year
- Conditional Adversarial Trajectory Synthesis☆23Updated last year
- Python implementation of GEO-BLEU, a similarity evaluation method for trajectories☆25Updated 4 months ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆90Updated 3 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- ☆136Updated 2 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 5 months ago
- ☆11Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆76Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated 4 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- fast clustering of GPS trajectories☆40Updated 3 years ago
- ☆86Updated 2 years ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- Trajectory Mining Library☆47Updated 4 years ago
- A Trajectory Preprocessing Toolkit in Python☆76Updated 4 years ago
- ☆44Updated 2 years ago
- Urban Dynamics Through the Lens of Human Mobility☆15Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 4 months ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆52Updated 2 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆215Updated this week
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated this week
- This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Eng…☆12Updated 7 years ago
- An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.☆20Updated 2 years ago
- Trajectory Mining Library for Python☆37Updated 5 years ago