Update service components

[jemus42]

This is more of a "what if" PR to keep track of the way in which iml is different from the other SLDS lectures.

It would take some time to integrate the lecture_service components properly, particularly with regard to the lmu-lecture.sty stuff and probably also the exercises.

[github-actions]

Lecture Slide Status Overview

2025-05-09 16:08:10 CEST

• lecture_iml
  • 01_intro
  • 02_interpretable-models-1
  • 03_interpretable-models-2
  • 04_feature-effects
  • 05_functional-decompositions
  • 06_shapley
  • 08_regional-effects
  • 09_feature-importance-1
  • 11_local-explanations-lime
  • 12_local-explanations-counterfactual
  • gradient-based
  • intrinsic
  • old-07_best-practices

This is a reduced version of the full status check rendered for each
lecture repository.
It does not link to rendered PDF files and only produces markdown
tables, which allows it to be appended to a pull request. It serves as a
rough check to ensure that the PR does not cause major breakage.

Branch	Last Commit	By	Message
main	2025-05-08 13:27:47	Lukas Burk	Make slide check workflow exit 1 on failing checks after website push

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_iml	?	2025-05-09 14:04:18	GitHub	Merge 40030f8 into af99c77

Latest commits per lecture (times in UTC)

lecture_iml

13 topics with a total of 62 slides

compile_check	n
✅	1
❌	61

compile_check	n
✅	1
❌	61

01_intro

Slide	Compiles?	Note
lecture-quiz-dependence-interaction	❌	246: ! LaTeX Error: File ‘fancyhdr.sty’ not found. 246: Type X to quit or \ to proceed, 246: or enter new name. (Default extension: sty)
slides01-intro-motivation	❌	745: ! LaTeX Error: Environment tikzpicture undefined. 745: See the LaTeX manual or LaTeX Companion for explanation. 745: Type H \ for immediate help.
slides02-intro-goals	❌	709: ! LaTeX Error: Environment tikzpicture undefined. 709: See the LaTeX manual or LaTeX Companion for explanation. 709: Type H \ for immediate help.
slides03-intro-dimensions	❌	574: ! Undefined control sequence. 574: l.15 \tikzset 574: {main node/.style={rectangle,draw,minimum size=1cm,inner sep=4p…
slides04-intro-correlation	❌
slides05-intro-interaction	❌	931: ! Undefined control sequence. 931: \ \fh 931: l.124 \end{frame}

02_interpretable-models-1

Slide	Compiles?	Note
slides01-im-motivation	❌	751: ! LaTeX Error: Environment tikzpicture undefined. 751: See the LaTeX manual or LaTeX Companion for explanation. 751: Type H \ for immediate help.
slides02-im-lm-simple	❌	731: ! Undefined control sequence. 731: \\ …ta \_p x_p + \epsilon = \xv 731: ^\top \thetav + \epsilon \$…
slides03-im-lm-extensions	❌	745: ! LaTeX Error: Environment tikzpicture undefined. 745: See the LaTeX manual or LaTeX Companion for explanation. 745: Type H \ for immediate help.
slides04-im-glm	❌	738: ! Undefined control sequence. 738: \\ … exponential family \$\$g(\E 738: (y \mid \xv )) = \xv ^\top…
slides05-im-rule-based	❌	569: ! Undefined control sequence. 569: l.7 \tikzset 569: {main node/.style={rectangle,draw,minimum size=1cm,inner sep=4pt},}

03_interpretable-models-2

Slide	Compiles?	Note
TO-DO-slides-im-RPF-talk-Coco	❌	524: ! LaTeX Error: File ‘preamble.tex’ not found. 524: Type X to quit or \ to proceed, 524: or enter new name. (Default extension: tex)
ebm-old-technical-details	❌	569: ! Undefined control sequence. 569: l.7 \tikzset 569: {main node/.style={rectangle,draw,minimum size=1cm,inner sep=4pt},}
lecture-quiz-fast-example	✅
slides05-im-gam-boosting	❌	718: ! LaTeX Error: Environment tikzpicture undefined. 718: See the LaTeX manual or LaTeX Companion for explanation. 718: Type H \ for immediate help.
slides07-im-ebm	❌	569: ! Undefined control sequence. 569: l.7 \tikzset 569: {main node/.style={rectangle,draw,minimum size=1cm,inner sep=4pt},}

04_feature-effects

Slide	Compiles?	Note
TODO-slides-fe-marginal-effects-2	❌	724: ! LaTeX Error: Environment tikzpicture undefined. 724: See the LaTeX manual or LaTeX Companion for explanation. 724: Type H \ for immediate help.
TODO-slides-fe-marginal-effects	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.
slides01-fe-intro	❌	738: ! Undefined control sequence. 738: \ \fh 738: l.86 \end{frame}
slides02-fe-ice	❌	742: ! LaTeX Error: Environment tikzpicture undefined. 742: See the LaTeX manual or LaTeX Companion for explanation. 742: Type H \ for immediate help.
slides03-fe-pdp	❌	733: ! Undefined control sequence. 733: \ \fh 733: l.54 \end{frame}
slides04-fe-pdp-comments	❌	747: ! LaTeX Error: Environment tikzpicture undefined. 747: See the LaTeX manual or LaTeX Companion for explanation. 747: Type H \ for immediate help.
slides05-fe-ale-intro	❌	745: ! LaTeX Error: Environment tikzpicture undefined. 745: See the LaTeX manual or LaTeX Companion for explanation. 745: Type H \ for immediate help.
slides06-fe-ale	❌	733: ! Undefined control sequence. 733: \ \partial \fh 733: (x_S, \xv \_{-S})
slides08-resources-and-software	❌	744: ! LaTeX Error: Environment tikzpicture undefined. 744: See the LaTeX manual or LaTeX Companion for explanation. 744: Type H \ for immediate help.

05_functional-decompositions

Slide	Compiles?	Note
TODO-slides-fe-h-statistic	❌	733: ! Undefined control sequence. 733: \\ … PD function is \par \$\$\fh 733: \_{jk, PD}(x_j, x_k) = \fh …
slides01-fd-intro-motivation	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.
slides02-fd-standard-fANOVA	❌	713: ! LaTeX Error: Environment tikzpicture undefined. 713: See the LaTeX manual or LaTeX Companion for explanation. 713: Type H \ for immediate help.
slides03-fd-constraints-theory	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.
slides04-fd-other-methods	❌	733: ! Undefined control sequence. 733: \\ …par \begin {equation\*} \fh 733: (x_1, x_2, x_3) = - 2x_1 -…

06_shapley

Slide	Compiles?	Note
TO-DO-slides-shapley-functional-decomposition	❌	8: ! LaTeX Error: Missing \begin{document}. 8: See the LaTeX manual or LaTeX Companion for explanation. 8: Type H \ for immediate help.
shapley_efficiency_proof	❌	263: ! LaTeX Error: File ‘nicefrac.sty’ not found. 263: Type X to quit or \ to proceed, 263: or enter new name. (Default extension: sty)
slides01-shapley-game-theory	❌	711: ! Undefined control sequence. 711: \\ …en players, where \enquote 711: {game} refers to interacti…
slides02-shapley-ml	❌	723: ! LaTeX Error: Environment tikzpicture undefined. 723: See the LaTeX manual or LaTeX Companion for explanation. 723: Type H \ for immediate help.
slides03-shap	❌	762: ! Undefined control sequence. 762: \ \Scupj 762: l.67 \end{frame}
slides04-kernel-shap	❌	742: ! LaTeX Error: Environment tikzpicture undefined. 742: See the LaTeX manual or LaTeX Companion for explanation. 742: Type H \ for immediate help.
slides05-shap-global	❌	764: ! LaTeX Error: Environment tikzpicture undefined. 764: See the LaTeX manual or LaTeX Companion for explanation. 764: Type H \ for immediate help.
slides06-resources-and-software	❌	742: ! LaTeX Error: Environment tikzpicture undefined. 742: See the LaTeX manual or LaTeX Companion for explanation. 742: Type H \ for immediate help.

08_regional-effects

Slide	Compiles?	Note
TODO_gadget	❌	856: ! Undefined control sequence. 856: \ \xv 856: l.116 \end{frame}
slides07-fe-regional	❌	877: LaTeX Warning: File ‘../../style/logo.pdf’ not found on input line 133. 877: ! Package pdftex.def Error: File ‘../../style/logo.pdf’ not found: using draft setting. 877: See the pdftex.def package documentation for explanation.

09_feature-importance-1

Slide	Compiles?	Note
TODO-slides-fi-pdp	❌	731: ! Undefined control sequence. 731: \ \xv 731: l.37 \end{frame}
slides01-fi-intro	❌	733: ! Undefined control sequence. 733: \ \yh 733: l.52 \end{frame}
slides02-fi-pfi	❌	733: ! Undefined control sequence. 733: \ \D 733: l.91 \end{frame}
slides03-fi-cfi	❌	742: ! LaTeX Error: Environment tikzpicture undefined. 742: See the LaTeX manual or LaTeX Companion for explanation. 742: Type H \ for immediate help.
slides04-fi-sage	❌	733: ! Undefined control sequence. 733: \ \fh 733: l.61 \end{frame}
slides05-fi-loco	❌	733: ! Undefined control sequence. 733: \ \Dtrain 733: l.69 \end{frame}

11_local-explanations-lime

Slide	Compiles?	Note
slides01-le-intro	❌	733: ! Undefined control sequence. 733: \ \yh 733: l.55 \end{frame}
slides04-le-lime	❌	733: ! Undefined control sequence. 733: \ \xv 733: l.52 \end{frame}
slides05-le-lime-examples	❌	733: ! Undefined control sequence. 733: \ \xv 733: l.62 \end{frame}
slides06-le-lime-pitfalls	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.

12_local-explanations-counterfactual

Slide	Compiles?	Note
slides02-le-adversarial	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.
slides03-le-adversarial-counterfactuals	❌	731: ! Undefined control sequence. 731: \ \xv 731: l.35 …escribe inputs close to a given input \$\xv
slides07-le-counterfactuals	❌	742: ! Undefined control sequence. 742: \ \xv 742: l.48 \end{frame}
slides08-le-counterfactuals-methods	❌	737: ! LaTeX Error: Environment tikzpicture undefined. 737: See the LaTeX manual or LaTeX Companion for explanation. 737: Type H \ for immediate help.
slides09-le-trust	❌	737: ! LaTeX Error: Environment tikzpicture undefined. 737: See the LaTeX manual or LaTeX Companion for explanation. 737: Type H \ for immediate help.

gradient-based

Slide	Compiles?	Note
t01_intro	❌	711: ! LaTeX Error: Environment tikzpicture undefined. 711: See the LaTeX manual or LaTeX Companion for explanation. 711: Type H \ for immediate help.
t02_visualize_NNs	❌	723: ! LaTeX Error: Environment tikzpicture undefined. 723: See the LaTeX manual or LaTeX Companion for explanation. 723: Type H \ for immediate help.
t03_simple_integrated	❌	735: ! LaTeX Error: Environment tikzpicture undefined. 735: See the LaTeX manual or LaTeX Companion for explanation. 735: Type H \ for immediate help.

intrinsic

Slide	Compiles?	Note
t01_motivation	❌	721: ! LaTeX Error: Environment tikzpicture undefined. 721: See the LaTeX manual or LaTeX Companion for explanation. 721: Type H \ for immediate help.
t02_Instance-wise_Feature_Selection	❌	713: ! LaTeX Error: Environment tikzpicture undefined. 713: See the LaTeX manual or LaTeX Companion for explanation. 713: Type H \ for immediate help.
t03_Learning_to_explain	❌	713: ! LaTeX Error: Environment tikzpicture undefined. 713: See the LaTeX manual or LaTeX Companion for explanation. 713: Type H \ for immediate help.

old-07_best-practices

Slide	Compiles?	Note
slides06-intro-pitfalls	❌	916: LaTeX Warning: File ‘../../style/logo.pdf’ not found on input line 94. 916: ! Package pdftex.def Error: File ‘../../style/logo.pdf’ not found: using draft setting. 916: See the pdftex.def package documentation for explanation.