Marco GorelliHow I won $6,000 in the M6 Forecasting CompetitionSpoiler: not with deep learning3 min read·Feb 19, 2023--4--4
Marco GorelliinAnalytics VidhyaWhich tests executed this line of code?Leverage coverage.py’s dynamic contexts and find out!3 min read·Dec 27, 2022----
Marco GorelliHow you could’ve got a silver medal in Kaggle’s 2022 Jigsaw competitionA lesson in not overfitting3 min read·Feb 11, 2022----
Marco GorelliinTowards Data ScienceARIMAX with Fourier SeriesPredict time series with non-integer seasonality2 min read·Jan 23, 2022--1--1
Marco GorelliPass a custom evaluation metric to LightGBMSometimes, the defaults don’t cover your use-case2 min read·Jan 22, 2022----
Marco GorelliinTowards Data ScienceWhat’s a pushforward distribution?Learn how to evaluate it computationally and analytically, leveraging the power of JAX!3 min read·Nov 6, 2021----
Marco GorelliStop using Prophet as a “black box” — 3 ways it can go wrongDo this instead3 min read·Jun 4, 2021----
Marco GorelliinAnalytics VidhyaMaking sense of typing.overloadMake your return types more precise!3 min read·Apr 5, 2021----
Marco GorelliinTowards Data ScienceMaking sense of conjugate priorsLearn how, in some cases, you can calculate posterior distributions by3 min read·Aug 30, 2020----
Marco GorelliinTowards Data ScienceQuery stats for your GitHub accountQuickly find out how many pull requests you’ve submitted and/or reviewed!2 min read·Aug 15, 2020----