January 2021

BASIC XAI with DALEX — Part 6: LIME method

January 3, 2021 | Anna Kozak

BASIC XAIBASIC XAI with DALEX — Part 6: LIME methodIntroduction to model exploration with code examples for R and Python.By Anna KozakWelcome to the “BASIC XAI with DALEX” series.In this post, we present the LIME (Local Interpretable Model-agnostic Exp...
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puzzles & riddles

January 2, 2021 | xi'an

A rather simplistic game on the Riddler of 18 December: …two players, each of whom starts with a whole number of points. Players take turns “attacking” each other, which involves subtracting their own number of points from their opponent’s until one of the players is out of points. Easy to ...
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Running History: Strava

January 1, 2021 | R | datawookie

I’ve been itching to do some analytics on my running data. Today seemed like a good time to actually do it. I’ll be generating some plots using the {strava} package developed by Marcus Volz. Get the Format Right The GPS files in my Strava archiv...
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Correlation Analysis in R, Part 1: Basic Theory

January 1, 2021 | Petr Baranovskiy

Part 1 of the series of practical hands-on tutorials on performing correlation analysis in R. In this part, I will provide a simple and practical overview of what correlation coefficients are, what they tell and don't tell us, when they are meaningful (aka statistically significant) and when they aren't, and what ...
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