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.

GitHub

211 stars
8 watching
50 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list

data-analysisdata-sciencegeodatageodataprocessingpandaspython

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
tinevez/msdanalyzerAnalyzes particle movement patterns over time to determine the mode of displacement and estimate parameters such as diffusion coefficient.36
scikit-mobility/scikit-mobilityA Python library for analyzing and generating human mobility data736
movingpandas/movingpandasAn open-source Python library for analyzing movement data using spatial and temporal methods1,250
theislab/kbranchesA software package to identify regions of interest in single-cell differentiation trajectories5
thomas-haslwanter/scikit-kinematicsA set of Python functions and classes for analyzing 3D kinematics data from various sensors.131
intere/geotrackkitAn iOS library for collecting and analyzing user location data60
stringertheory/tracesAn unevenly-spaced time series analysis library designed to handle irregular measurement intervals and multiple series with different frequencies.529
qifeidkn/stagateA software framework for learning spatial embeddings from high-dimensional transcriptomics data using an adaptive graph attention auto-encoder41
mobility-team/mobilityCalculates carbon emissions from population mobility using environmental and transportation data19
mablab/sftrackA package for modern classes in tracking and movement data53
martin-danelljan/ecoA Matlab implementation of a real-time tracker using convolutional neural networks for object tracking in visual environments.612
petworm/sim3_evaluate_toolA tool to evaluate trajectory performance using sim3 alignment55
kstreet13/slingshotAn R package and Python implementation for analyzing developmental trajectories in single-cell RNA sequencing data275
amoudgl/mosse-trackerAn implementation of MOSSE tracking algorithm in MATLAB for visual object tracking using adaptive correlation filters.83
phoenixding/scdiffAnalyzes single-cell RNA-seq data to predict cell differentiation trajectories and associated transcription factors and genes.28