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
- ☆10Updated last year
- ☆135Updated 2 years ago
- ☆11Updated 2 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆90Updated 3 years ago
- Python implementation of GEO-BLEU, a similarity evaluation method for trajectories☆24Updated 4 months ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 4 months ago
- 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
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- 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
- Urban Dynamics Through the Lens of Human Mobility☆15Updated last year
- Trajectory Mining Library☆47Updated 4 years ago
- Implement of IVMM map matching method.☆14Updated 4 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- ☆13Updated 2 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated 7 months ago
- Trajectory Mining Library for Python☆36Updated 5 years ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆19Updated 9 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆52Updated 2 years ago
- Repo for the material used during conference tutorial and talks☆65Updated 2 years ago
- ☆114Updated last year
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- ☆44Updated 2 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆40Updated 2 years ago
- ☆86Updated 2 years ago