Luri Carrascoso, XavierJiménez Arranz, ÓscarMuros Sanchez, Arnau2022-09-062022-09-062022-06https://hdl.handle.net/2445/188734Treballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2022, Tutors: Xavier Luri Carrascoso, Óscar Jiménez ArranzIn this paper, we develop a method to classify the stars from the Gaia Early Data Release 3 (Gaia EDR3) in order to distinguish the Large Magellanic Cloud stars from the Milky Way stars. To do so, several machine learning algorithms have been adapted, tested and applied5 p.application/pdfengcc-by-nc-nd (c) Muros, 2022http://creativecommons.org/licenses/by-nc-nd/3.0/es/Classificació dels estelsAprenentatge automàticTreballs de fi de grauStar ClassificationMachine learningBachelor's thesesinfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/openAccess