This document tabulates the state of the slides in lecture_*/slides/<chapter>/ 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 2026-02-17 18:39:42 Lukas Burk Add missing gitignore
Latest commits per lecture (times in UTC)
Lecture Branch Last Commit By Message
lecture_advml main 2026-02-17 18:53:20 GitHub Merge pull request #42 from slds-lmu/update-latex-math

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                 chapter            <slide-name>

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

Tables are organized by lecture (first level) and lecture chapters corresponding to folders in slides/<chapter> (second level), with a table per chapter. chapters 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_advml

6 chapters with a total of 33 slides

fairness

Slide Compiles? Note
slides-calibration ✅
slides-fairness ✅

gaussian-processes

Slide Compiles? Note
slides-gp-basic-1 ✅
slides-gp-basic-2 ✅
slides-gp-basic-3 ❌ 1177: ! Undefined control sequence. 1177: ‌gp 1177: l.80 A function &dollar;‌fx&dollar; is generated by a GP &dollar;‌gp
slides-gp-bayes-lm-deep-dive ✅
slides-gp-bayes-lm ✅
slides-gp-covariance ✅
slides-gp-mean ❌ 1092: ! Undefined control sequence. 1092: ‌gp 1092: l.33 …hen assuming a non-zero mean GP prior &dollar;‌gp
slides-gp-prediction ✅
slides-gp-training ✅

xx-fairness

Slide Compiles? Note
slides ✅

Figure Audit

After compilation, .fls recorder files capture every file the TeX engine opened. This allows robust detection of which figures each slide actually uses, including dynamically constructed paths (e.g. \foreach loops) that regex-based parsing misses.

Figures in figure/ or figure_man/ that are not referenced by any slide are orphaned. Figures referenced by slides but missing from disk are missing.

Figure audit summary
Lecture Chapter Figures Orphaned Attic Missing Figs (man) Orphaned (man) Missing (man)
lecture_advml fairness 36 1 0 0 0 0 0
lecture_advml gaussian-processes 87 19 0 0 11 8 0
lecture_advml imbalanced-learning 19 6 0 0 33 10 0
lecture_advml multitarget 23 4 0 0 0 0 0
lecture_advml online-learning 12 1 0 0 0 0 0
lecture_advml xx-fairness 0 0 0 0 0 0 0

Chapters with issues

lecture_advml / fairness

1 orphaned figure(s) in figure/:

  • fairness_logo.PNG

lecture_advml / gaussian-processes

19 orphaned figure(s) in figure/:

  • bayes_lm/posterior_10_1.pdf
  • bayes_lm/posterior_10_2.pdf
  • bayes_lm/posterior_20_1.pdf
  • bayes_lm/posterior_20_2.pdf
  • bayes_lm/posterior_5_1.pdf
  • bayes_lm/posterior_5_2.pdf
  • discrete/example_10_1.pdf
  • discrete/example_10_2.pdf
  • discrete/example_10_3.pdf
  • discrete/example_5_1.pdf
  • discrete/example_5_2.pdf
  • discrete/example_5_3.pdf
  • discrete/example_norm_10_1_a.pdf
  • discrete/example_norm_10_1_b.pdf
  • discrete/example_norm_10_2_a.pdf
  • discrete/example_norm_10_2_b.pdf
  • discrete/example_norm_10_3_a.pdf
  • discrete/example_norm_10_3_b.pdf
  • gp_sample/different_samples.pdf

8 orphaned figure(s) in figure_man/:

  • covariance2D-2.png
  • indexed_family/indexed_family_1.png
  • indexed_family/indexed_family_2.png
  • indexed_family/indexed_family_3.png
  • indexed_family/indexed_family_4.png
  • indexed_family/indexed_family_5.png
  • indexed_family/indexed_family_6.png
  • question.png

lecture_advml / imbalanced-learning

6 orphaned figure(s) in figure/:

  • CNN_plot.PNG
  • cost_matrix.PNG
  • roc-pr_edited.png
  • roc-pr-imbalanced_edited.png
  • roc-pr.png
  • undersampling.png

10 orphaned figure(s) in figure_man/:

  • accuracy_paradox.pdf
  • balanced_data_plot.jpg
  • balanced_data_plot.pdf
  • cost_curve_example.pdf
  • cost_curves_trivial_classifiers.pdf
  • cost-curves-2.png
  • imbalanced_data_plot_title.pdf
  • imbalanced_data_plot.jpg
  • imbalanced_data_plot.pdf
  • smoted_iris_data.jpeg

lecture_advml / multitarget

4 orphaned figure(s) in figure/:

  • biva.png
  • image_annotation.PNG
  • JS.png
  • mean_relation.JPG

lecture_advml / online-learning

1 orphaned figure(s) in figure/:

  • batch_vs_online_sec.png