This document tabulates the state of the slides in lecture_*/slides/<topic>/ based on

  1. compilation checks (does it compile,and if not, is there a salient error message?) and
  2. (optionally and rarely) comparison with presumably “known good” versions of the slides located in lecture_*/slides-pdf/

Latest Commits

Displaying the latest commits of the lecture service repository and each of the currently included lectures (for debugging and race condition mitigation (kind of)).

Status of the lecture_service repo (time in UTC)
Branch Last Commit By Message
main 2025-06-11 11:12:34 Lukas Burk Docs
Latest commits per lecture (times in UTC)
Lecture Branch Last Commit By Message
lecture_iml master 2025-06-14 13:15:41 Giuseppe Casalicchio GC: Sync

If you’re missing a lecture here after rendering this site interactively, you might have to add them to the included_lectures files or ensure they are downloaded correctly.

Slide status

Click to expand explanation of table columns 
lecture_advml/slides/gaussian-processes/slides-gp-bayes-lm.tex
\___________/        \________________/ \________________/
   lecture                 topic            <slide-name>

lecture_advml/slides-pdf/slides-gp-bayes-lm.pdf
                        \___________________/
                       pdf_static / "Reference PDF"

Tables are organized by lecture (first level) and lecture topics corresponding to folders in slides/<topic> (second level), with a table per topic. Topics ignore certain folders like attic and all.

  • Slide: The <slide-name> with a link to the compiled .tex file (if it compiles).
  • Compiles?: Whether the .tex file compiles without error using latexmk -pdf. This can depend on the availability of specific LaTeX dependencies, but assuming they are not the issue, this usually indicates syntax issues or things like \includegraphics calls using relative paths that work on Overleaf but not locally.
  • Comparison: Checking the compiled <slide-name>.tex against slides-pdf/<slide-name>.pdf using diff-pdf-visually:
    • ❌: The check failed surely, either due to differing page counts or because there is no reference PDF.
    • ❓: The check indicates differences on at least one slide, but they may be minor and need manual checking.
    • ✅: The check seems to be fine, the PDF files match.
  • Note: A comment on the previous column listing the specific reason for a failing check. Also enumerates the slide pages where differences are found, and links to a PDF containing a diff of the two files generated with diff-pdf (at a lower resolution than the originals).

lecture_iml

13 topics with a total of 65 slides

02_interpretable-models-1

Slide Compiles? Note
slides01-im-motivation ✅
slides02-im-lm-simple ✅
slides03-im-lm-extensions ✅
slides04-im-glm ✅
slides05-im-rule-based ✅

03_interpretable-models-2

Slide Compiles? Note
TO-DO-slides-im-RPF-talk-Coco ❌ 523: ! LaTeX Error: File ‘preamble.tex’ not found. 523: Type X to quit or to proceed, 523: or enter new name. (Default extension: tex)
ebm-old-technical-details ✅
lecture-quiz-boost-tree ✅
lecture-quiz-fast-example ✅
slides06-im-gam-boosting ✅
slides07-im-ebm ✅
slides08-im-rpf ✅

04_feature-effects

Slide Compiles? Note
TODO-slides-fe-marginal-effects-2 ❌ 1323: LaTeX Warning: File ‘figure_man/derivative_me_error.png’ not found on input line 250. 1323: ! Package pdftex.def Error: File ‘figure_man/derivative_me_error.png’ not found: using draft setting. 1323: See the pdftex.def package documentation for explanation.
slides01-fe-intro ✅
slides02-fe-ice ✅
slides03-fe-pdp ✅
slides04-fe-pdp-comments ✅
slides05-fe-ale-intro ✅
slides06-fe-ale ✅
slides07-fe-marginal-effects ✅
slides08-resources-and-software ✅

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 ❌ 262: ! LaTeX Error: File ‘nicefrac.sty’ not found. 262: Type X to quit or to proceed, 262: or enter new name. (Default extension: sty)
slides01-shapley-game-theory ✅
slides02-shapley-ml ✅
slides03-shap ✅
slides04-kernel-shap ✅
slides05-shap-global ✅
slides06-resources-and-software ✅

08_regional-effects

Slide Compiles? Note
TODO_gadget ❌
slides01-fe-regional-main ❌
slides02-fe-regional-intImp ✅

09_feature-importance-1

Slide Compiles? Note
TODO-slides-fi-pdp ✅
slides01-fi-intro ✅
slides02-fi-pfi ✅
slides03-fi-cfi ✅
slides04-fi-sage ✅
slides05-fi-loco ✅

11_local-explanations-lime

Slide Compiles? Note
slides01-le-intro ✅
slides04-le-lime ❌ 1328: ! Undefined control sequence. 1328: \ … \R |g(\xv ) = s(\thetab 1328: ^\top \xv )\right \}$ be t…
slides05-le-lime-examples ✅
slides06-le-lime-pitfalls ✅

12_local-explanations-counterfactual

Slide Compiles? Note
slides02-le-adversarial ❌ 1369: ! Undefined control sequence. 1369: \ …nge of $\\epsilon \\|\\thetab 1369: \\|_1$ in prediction \citeb…
slides03-le-adversarial-counterfactuals ✅
slides07-le-counterfactuals ✅
slides08-le-counterfactuals-methods ✅
slides09-le-trust ✅

gradient-based

Slide Compiles? Note
t01_intro ✅
t02_visualize_NNs ✅
t03_simple_integrated ✅

old-07_best-practices

Slide Compiles? Note
slides06-intro-pitfalls ❌ 1438: LaTeX Warning: File ‘../03_feature-effects/figure/pdp_xor.pdf’ not found on input line 130. 1438: ! Package pdftex.def Error: File ‘../03_feature-effects/figure/pdp_xor.pdf’ not found: using draft setting. 1438: See the pdftex.def package documentation for explanation.