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bagging_pu
Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensemblesP4J
Periodic time series analysis tools based on information theoryBLNNbook
Bayesian Learning and Neural Networks (jupyter book sources)PythonBook
Computación Científica con PythonMachineLearningBook
Libro virtual sobre Machine LearningUACH-INFO185
INFO239 (ex INFO185): Comunicaciones. Un curso de Ingeniería Civil Informática, Universidad Austral de ChileSignalProcessingBook
Repositorio del curso INFO183: Análisis de sistemas lineales, Instituto de Informática, UAChINFO257
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Repositorio de la unidad 2 del curso INFO274: Simulación, Instituto de Informática, UAChcorrentropy_demos
Demos of the information theoretic concept of correntropy (generalized correlation) programmed in python. Synthetic examples and also examples using real astronomical light curve datatutorial_periodic_stars
A tutorial on periodic variable star discrimination using machine learningtutorial_jax
Tutorial de JAX para entrenar redes neuronales artificialesLSST_simulations
Repository with the tools and scripts for "Robust period estimation using mutual information for multi-band light curves in the synoptic survey era", ApJ, 2017courses_notebooks
Jupyter notebooks for the EL4106 "Computational Intelligence" and AS4501 "Astroinformatics" courses at Universidad de ChileMATIC
MATIC stands for Multiband Astronomical TIme-series Classifierpython-github-classroom
A Python assignment template for github classroomLove Open Source and this site? Check out how you can help us