Marco GorelliHow I won $6,000 in the M6 Forecasting CompetitionSpoiler: not with deep learningFeb 19, 20234Feb 19, 20234

Marco GorelliinAnalytics VidhyaWhich tests executed this line of code?Leverage coverage.py’s dynamic contexts and find out!Dec 27, 2022Dec 27, 2022

Marco GorelliHow you could’ve got a silver medal in Kaggle’s 2022 Jigsaw competitionA lesson in not overfittingFeb 11, 2022Feb 11, 2022

Marco GorelliinTowards Data ScienceARIMAX with Fourier SeriesPredict time series with non-integer seasonalityJan 23, 20221Jan 23, 20221

Marco GorelliPass a custom evaluation metric to LightGBMSometimes, the defaults don’t cover your use-caseJan 22, 2022Jan 22, 2022

Marco GorelliinTowards Data ScienceWhat’s a pushforward distribution?Learn how to evaluate it computationally and analytically, leveraging the power of JAX!Nov 6, 2021Nov 6, 2021

Marco GorelliStop using Prophet as a “black box” — 3 ways it can go wrongDo this insteadJun 4, 2021Jun 4, 2021

Marco GorelliinAnalytics VidhyaMaking sense of typing.overloadMake your return types more precise!Apr 5, 2021Apr 5, 2021

Marco GorelliinTowards Data ScienceMaking sense of conjugate priorsLearn how, in some cases, you can calculate posterior distributions byAug 30, 2020Aug 30, 2020

Marco GorelliinTowards Data ScienceQuery stats for your GitHub accountQuickly find out how many pull requests you’ve submitted and/or reviewed!Aug 15, 2020Aug 15, 2020