PilotLeaf / PyVT
An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.
☆20Updated 2 years ago
Alternatives and similar repositories for PyVT:
Users that are interested in PyVT are comparing it to the libraries listed below
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆26Updated 5 months ago
- Python implementation of GEO-BLEU, a similarity evaluation method for trajectories☆29Updated 7 months ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆96Updated 3 years ago
- A Pandas-Based Computational Framework for the Detection of Ship Stop Points in AIS Data☆16Updated 4 months ago
- A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data☆57Updated last year
- fast clustering of GPS trajectories☆42Updated 4 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
- [SIGSPATIAL '22] Next location prediction considering travel mode☆18Updated last year
- STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity☆35Updated 8 months ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆227Updated this week
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆75Updated 5 years ago
- 🌇 Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks☆18Updated 5 years ago
- ☆10Updated last year
- Conditional Adversarial Trajectory Synthesis☆23Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- plot_map包提供了在matplotlib上绘制地图底图的功能☆56Updated 2 years ago
- Preprocessing data based on https://marinecadastre.gov/ais/☆33Updated 2 years ago
- Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…☆35Updated 4 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.☆9Updated 4 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆134Updated last year
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆49Updated last year
- Pure-python package for map matching☆90Updated 3 months ago
- Trajectory Mining Library for Python☆38Updated 5 years ago
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆41Updated 2 years ago
- ☆12Updated 2 years ago
- ☆118Updated last year
- A Python-based library for interactive spatio-temporal data visualization.☆10Updated last month
- GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning☆29Updated 3 months ago
- ☆14Updated 4 years ago