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PyRAT: An Open-Source Python Library for Animal Behavior Analysis

Here we developed an open-source Python-based library called Python rodent Analysis and Tracking (PyRAT). Our library analyzes tracking data to classify distinct behaviors, estimate traveled distance, speed and area occupancy. To classify and cluster behaviors, we used two unsupervised algorithms: h...

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Detalles Bibliográficos
Autores principales: De Almeida, Tulio Fernandes, Spinelli, Bruno Guedes, Hypolito Lima, Ramón, Gonzalez, Maria Carolina, Rodrigues, Abner Cardoso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9125180/
https://www.ncbi.nlm.nih.gov/pubmed/35615283
http://dx.doi.org/10.3389/fnins.2022.779106