yupi: Generation, tracking and analysis of trajectory data in Python

pactus: A Python framework for trajectory classification

“…Recognizing the popularity and extensive usage of Python, the traja software (Shenk et al, 2021) was developed to integrate different analysis techniques for two-dimensional trajectories, primarily focusing on animal behavioral analysis. Additionally, the yupi library (Reyes et al, 2023) was created to handle trajectory analysis for applications involving an arbitrary number of dimensions.…”

“…Our initial selection includes GeoLife (Zheng et al, 2009(Zheng et al, , 2008(Zheng et al, , 2010, The Starkey Project dataset, also known as Animals in the trajectory classification community (Rapp, 2009), four different datasets from the the UCI repository (Dua & Graff, 2017) and two different hurricane datasets, provided by National Hurricane Center (Landsea & Franklin, 2013) and the China Meteorological Administration (Lu et al, 2021;Ying et al, 2014) respectively. To ensure consistency, all datasets were transformed into a standardized format utilizing the trajectory data structures proposed in (Reyes et al, 2023). Datasets are not bundled with the software package, but rather will be downloaded and cached automatically upon each individual access through the library.…”