trackintel
Mobility analyzer
A comprehensive framework for analyzing spatio-temporal tracking data
trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.
206 stars
7 watching
50 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list
data-analysisdata-sciencegeodatageodataprocessingpandaspython
sacridini/awesome-geospatialRelated projects:
| Repository | Description | Stars |
|---|---|---|
 tinevez/msdanalyzer | Analyzes particle movement patterns over time to determine the mode of displacement and estimate parameters such as diffusion coefficient. | 36 |
 scikit-mobility/scikit-mobility | A Python library for analyzing and generating human mobility data | 728 |
 movingpandas/movingpandas | An open-source Python library for analyzing movement data using spatial and temporal methods | 1,234 |
 theislab/kbranches | A software package to identify regions of interest in single-cell differentiation trajectories | 5 |
 thomas-haslwanter/scikit-kinematics | Provides tools and algorithms for working with 3D kinematics, including signal analysis from IMUs and video-based marker recordings. | 128 |
 intere/geotrackkit | An iOS library for collecting and analyzing user location data | 60 |
 stringertheory/traces | An unevenly-spaced time series analysis library designed to handle irregular measurement intervals and multiple series with different frequencies. | 530 |
 qifeidkn/stagate | A software framework for learning spatial embeddings from high-dimensional transcriptomics data using an adaptive graph attention auto-encoder | 37 |
 mobility-team/mobility | Calculates carbon emissions from population mobility using environmental and transportation data | 18 |
 mablab/sftrack | A package for modern classes in tracking and movement data | 53 |
 martin-danelljan/eco | A Matlab implementation of a real-time tracker using convolutional neural networks for object tracking in visual environments. | 612 |
 petworm/sim3_evaluate_tool | A tool to evaluate trajectory performance using sim3 alignment | 55 |
 kstreet13/slingshot | An R package and Python implementation for analyzing developmental trajectories in single-cell RNA sequencing data | 270 |
 amoudgl/mosse-tracker | An implementation of MOSSE tracking algorithm in MATLAB for visual object tracking using adaptive correlation filters. | 82 |
 phoenixding/scdiff | Analyzes single-cell RNA-seq data to predict cell differentiation trajectories and associated transcription factors and genes. | 28 |