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arepo dodane wsparcie archivista Sep 19, 2018
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00-Preface.Rmd front page Jun 30, 2019
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02-Do-it-with-R.Rmd fix for #17, updated names and the website Jun 17, 2019
03-Do-it-with-python.Rmd
04-Data-Sets.Rmd
05-Instance-level-exploration.Rmd nowy cheatsheet Jul 29, 2019
06-Ceteris-paribus-Profiles.Rmd updated description of LIME Jul 6, 2019
07-Ceteris-paribus-Oscillations.Rmd fix for #21 Jul 6, 2019
08-Local-diagnostic.Rmd updated description of LIME Jul 6, 2019
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10-iBreak-Down.Rmd Major re-work of 9-11 Aug 8, 2019
11-SHAP.Rmd Major re-work of 12 (plus 11) Aug 10, 2019
12-LIME.Rmd Major re-work of 12 (plus 11) Aug 10, 2019
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15-Feature-importance.Rmd fix for #17, updated names and the website Jun 17, 2019
16-Feature-effects.Rmd fix for #17, updated names and the website Jun 17, 2019
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18-Conditional-dependency.Rmd
19-Accumulated-local-dependency.Rmd fix for #17, updated names and the website Jun 17, 2019
20-Feature-effects-summary.Rmd updated website Jul 28, 2019
21-Performance-diagnostic.Rmd fix for #17, updated names and the website Jun 17, 2019
22-Residual-diagnostic.Rmd fix for #17, updated names and the website Jun 17, 2019
23-Concept-drift.Rmd candidate fix for #17 Jun 16, 2019
98-Appendixes.Rmd fix for #17, updated names and the website Jun 17, 2019
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98B-Linear-models.Rmd fix for #17, updated names and the website Jun 17, 2019
99-References.Rmd
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README.md

Predictive Models: Explore, Explain, and Debug

Human-Centered Interpretable Machine Learning

Work in progress See the html website here: https://pbiecek.github.io/PM_VEE/

It's a part of the DrWhy.AI project

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