This document tabulates the state of the slides in lecture*/slides/<topic>/ in terms of a) compilability and b) 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 2024-11-11 14:52:36 Lukas Burk update gitignores
Latest commits per lecture (times in UTC)
Lecture Branch Last Commit By Message
lecture_i2ml master 2024-11-11 13:56:50 Lukas Burk update service files
lecture_sl main 2024-11-11 13:55:18 Lukas Burk update service files
lecture_optimization main 2024-11-10 19:28:02 ludwigbothmann QR decomp for LM update
lecture_algods main 2024-11-08 13:44:08 Lukas Burk Cleanup “all” slide a little
lecture_advml main 2024-10-25 13:37:28 Lukas Burk Merge pull request #35 from slds-lmu/use-service-components
lecture_iml master 2024-10-25 13:37:01 Lukas Burk Merge pull request #68 from slds-lmu/update-latex-math

If you’re missing a lecture here, you might have to add them to 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_i2ml

10 topics with a total of 63 slides

knn

Slide Compiles? Comparison Note
slides-knn ✅ ✅

nested-resampling

Slide Compiles? Comparison Note
slides-nested-nestedintro ✅ ✅
slides-nested-nestedresampling ✅ ✅
slides-nested-trainvalidtest ✅ ✅

neural-networks

Slide Compiles? Comparison Note
slides-nn-nutshell ✅ ✅

lecture_advml

6 topics with a total of 33 slides

fairness

Slide Compiles? Comparison Note
slides-calibration ✅ ❌ Differing page count: 8 vs 9
slides-fairness ✅ ❌ Differing page count: 37 vs 38

gaussian-processes

Slide Compiles? Comparison Note
slides-gp-basic-1 ✅ No reference PDF
slides-gp-basic-2 ✅ No reference PDF
slides-gp-basic-3 ✅ No reference PDF
slides-gp-bayes-lm-deep-dive ✅ No reference PDF
slides-gp-bayes-lm ✅ ❓ Dissimilar pages: 4, 10, 11, 13, 15
slides-gp-covariance ✅ ❓ Dissimilar pages: 2, 12
slides-gp-mean ✅ ❓ Dissimilar pages: 2
slides-gp-prediction ✅ ❓ Dissimilar pages: 4, 5, 6, 14, 23
slides-gp-training ✅ ❓ Dissimilar pages: 3, 6, 7, 8, 10

xx-fairness

Slide Compiles? Comparison Note
slides ✅ No reference PDF

lecture_sl

12 topics with a total of 95 slides

boosting

Slide Compiles? Comparison Note
slides-boosting-cwb-advanced ✅ ❓ Dissimilar pages: 1, 22
slides-boosting-cwb-basics ✅ ❓ Dissimilar pages: 1
slides-boosting-cwb-basics2 ✅ ❓ Dissimilar pages: 1, 5, 6
slides-boosting-cwb-glm ✅ ❓ Dissimilar pages: 1
slides-boosting-gbm-classification ❌

706: Package biblatex Info: … file ‘authoryear.dbx’ not found. 706: Package biblatex Info: Trying to load biblatex custom data model… 706: Package biblatex Info: … file ‘biblatex-dm.cfg’ not found.

708: Package biblatex Info: … file ‘biblatex-dm.cfg’ not found. 708: \=\count406 708: \=\count407

1228: Package biblatex Info: … file ‘slides-boosting-gbm-classification.bbl’ not found. 1228: No file slides-boosting-gbm-classification.bbl. 1228: Package biblatex Info: Reference section=0 on input line 10.

1253: LaTeX Warning: File ‘figure/boosting_classif_title.png’ not found on input line 22. 1253: ! Package pdftex.def Error: File ‘figure/boosting_classif_title.png’ not found: using draft setting. 1253: See the pdftex.def package documentation for explanation.

1254: ! Package pdftex.def Error: File ‘figure/boosting_classif_title.png’ not found: using draft setting. 1254: See the pdftex.def package documentation for explanation. 1254: Type H for immediate help.
slides-boosting-gbm-regularization ✅ ❓ Dissimilar pages: 1
slides-boosting-gbm-with-trees-1 ✅ ❓ Dissimilar pages: 1, 4, 11, 12, 13
slides-boosting-gbm-with-trees-2 ❌

706: Package biblatex Info: … file ‘authoryear.dbx’ not found. 706: Package biblatex Info: Trying to load biblatex custom data model… 706: Package biblatex Info: … file ‘biblatex-dm.cfg’ not found.

708: Package biblatex Info: … file ‘biblatex-dm.cfg’ not found. 708: \=\count406 708: \=\count407

1228: Package biblatex Info: … file ‘slides-boosting-gbm-with-trees-2.bbl’ not found. 1228: No file slides-boosting-gbm-with-trees-2.bbl. 1228: Package biblatex Info: Reference section=0 on input line 10.

1253: LaTeX Warning: File ‘figure/gbm_leaf_adjustment.pdf’ not found on input line 21. 1253: ! Package pdftex.def Error: File ‘figure/gbm_leaf_adjustment.pdf’ not found: using draft setting. 1253: See the pdftex.def package documentation for explanation.

1254: ! Package pdftex.def Error: File ‘figure/gbm_leaf_adjustment.pdf’ not found: using draft setting. 1254: See the pdftex.def package documentation for explanation. 1254: Type H for immediate help.
slides-boosting-gradient-boosting-concept ✅ ❓ Dissimilar pages: 1, 4, 11, 15, 16
slides-boosting-intro-adaboost ✅ ❓ Dissimilar pages: 1, 4, 12
slides-boosting-lgm-ctbm ✅ ❓ Dissimilar pages: 1, 3
slides-boosting-regression-illustrations ✅ ❓ Dissimilar pages: 1
slides-boosting-xgboost-deepdive ✅ ❓ Dissimilar pages: 1
slides-boosting-xgboost ✅ ❓ Dissimilar pages: 1, 5

cod

Slide Compiles? Comparison Note
slides-cod-examples ✅ ❓ Dissimilar pages: 3, 6, 8, 9, 10
slides-cod ✅ ❓ Dissimilar pages: 16

lookup-slides

Slide Compiles? Comparison Note
riskmin_optconst ✅ No reference PDF

mathrefresher

Slide Compiles? Comparison Note
slides-probability-theory ✅ ❓ Dissimilar pages: 1, 14, 16, 21, 23

nonlinear-svm

Slide Compiles? Comparison Note
slides-nonlinsvm-featuregen ✅ ❌ Differing page count: 9 vs 8
slides-nonlinsvm-kernel-poly ✅ ❓ Dissimilar pages: 1, 2, 3
slides-nonlinsvm-kernel-rbf ✅ ❓ Dissimilar pages: 1, 3, 12
slides-nonlinsvm-kernel-trick ✅ ❓ Dissimilar pages: 1, 2, 9, 12, 13
slides-nonlinsvm-modelsel ❌

1017: LaTeX Warning: File ‘figure/rbf_sigma.png’ not found on input line 20. 1017: ! Package pdftex.def Error: File ‘figure/rbf_sigma.png’ not found: using draft setting. 1017: See the pdftex.def package documentation for explanation.

1018: ! Package pdftex.def Error: File ‘figure/rbf_sigma.png’ not found: using draft setting. 1018: See the pdftex.def package documentation for explanation. 1018: Type H for immediate help.
slides-nonlinsvm-rkhs-repr ✅ ❓ Dissimilar pages: 1, 3, 5, 6, 9
slides-nonlinsvm-uniapprox ✅ ❌ Differing page count: 10 vs 8

lecture_algods

8 topics with a total of 31 slides

01_intro

Slide Compiles? Comparison Note
slides-intro-algods ✅ No reference PDF

02_kodierung

Slide Compiles? Comparison Note
slides-encod-1-character-encoding ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-encod-2-number-encoding ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-encod-3-machine-numbers-Z ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-encod-4-machine-numbers-R ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-encod-5-R-machine-arithmetic ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

03_numerik

Slide Compiles? Comparison Note
slides-numeric-1-matrix-norm ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-numeric-2-error-and-condition ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-numeric-3-stability ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-numeric-4-condition-in-les ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

04_bigo

Slide Compiles? Comparison Note
slides-bigo-1-algorithms-turing ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-bigo-2-introduction-bigo ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-bigo-4-misconceptions-bigo-further-landau-symbols ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

05_quadratur

Slide Compiles? Comparison Note
slides-quadrature-1-introduction ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-quadrature-2-newton-cotes ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-quadrature-3-laplace ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-quadrature-4-monte-carlo ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

06_zufallszahlen

Slide Compiles? Comparison Note
slides-random-numbers-1-introduction ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-random-numbers-2-congruential-generators ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-random-numbers-3-mersenne-twister-and-r ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-random-numbers-4-methods-other-distributions ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-random-numbers-5-rejection-sampling-and-ars ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

07_matrixzerlegung

Slide Compiles? Comparison Note
slides-matrix-decom-1-introduction-matrix-decomposition ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-decom-2-gaussian-elimination ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-decom-3-cholesky-decomposition ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-decom-5-overdetermined-systems-regression-example ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

08_matrixapproximierung

Slide Compiles? Comparison Note
slides-matrix-approx-1-low-rank-approximation ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-approx-2-svd-pca ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-approx-3-recommender-systems-with-svd ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-approx-4-nmf-and-recommender-systems-with-nmf ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)
slides-matrix-approx-5-topic-extraction ❌

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

8: ! LaTeX Error: File ‘../../2021/style/preamble4tex.tex’ not found. 8: Type X to quit or to proceed, 8: or enter new name. (Default extension: tex)

lecture_optimization

9 topics with a total of 53 slides

02-optimization-problems

Slide Compiles? Comparison Note
slides-problems-1-unconstrained ✅ No reference PDF
slides-problems-2-constrained ✅ No reference PDF
slides-problems-3-other ✅ No reference PDF

03-univariate-optimization

Slide Compiles? Comparison Note
slides-univariate-1-golden-ratio ✅ ✅
slides-univariate-2-brent ✅ ✅

04-multivariate-first-order

Slide Compiles? Comparison Note
slides-multivar-first-order-1-GD ✅ ✅
slides-multivar-first-order-10-sgd-details ✅ ✅
slides-multivar-first-order-11-adam ✅ ❓ Dissimilar pages: 4, 6, 8
slides-multivar-first-order-12-comparison ❌

1094: LaTeX Warning: File ‘slides/04-multivariate-first-order/figure_man/simu_linmod/GD_reg_med_lr_iters.pdf’ not found on input line 47. 1094: ! Package pdftex.def Error: File ‘slides/04-multivariate-first-order/figure_man/simu_linmod/GD_reg_med_lr_iters.pdf’ not found: using draft setting. 1094: See the pdftex.def package documentation for explanation.

1095: ! Package pdftex.def Error: File ‘slides/04-multivariate-first-order/figure_man/simu_linmod/GD_reg_med_lr_iters.pdf’ not found: using draft setting. 1095: See the pdftex.def package documentation for explanation. 1095: Type H for immediate help.
slides-multivar-first-order-2-stepsize ✅ ✅
slides-multivar-first-order-3-gd-deepdive-optimality ✅ ✅
slides-multivar-first-order-4-weaknesses-curvature ✅ ✅
slides-multivar-first-order-5-weaknesses-saddle ✅ ✅
slides-multivar-first-order-6-momentum ✅ ✅
slides-multivar-first-order-7-gd-quadratic-forms ✅ ✅
slides-multivar-first-order-8-quadratic-forms-momentum ✅ ✅
slides-multivar-first-order-9-sgd ✅ ✅

05-multivariate-second-order

Slide Compiles? Comparison Note
slides-multivar-second-order-1-newton-raphson ✅ No reference PDF
slides-multivar-second-order-2-quasi-newton ✅ No reference PDF
slides-multivar-second-order-3-gauss-newton ✅ No reference PDF
slides-multivar-second-order-4-optimization-in-r ✅ No reference PDF

06-constrained

Slide Compiles? Comparison Note
slides-constrained-1-intro ✅ No reference PDF
slides-constrained-2-lp ✅ No reference PDF
slides-constrained-3-lp-solvers ✅ No reference PDF
slides-constrained-4-lp-duality ✅ No reference PDF
slides-constrained-5-nonlinear-lagrangian ✅ No reference PDF
slides-constrained-6-fenchel-duality ✅ No reference PDF
slides-optim-rest-6-regularity-conditions ✅ No reference PDF
slides-optim-rest-7-constrained-solvers ✅ No reference PDF

07-derivative-free

Slide Compiles? Comparison Note
slides-optim-derivative-free-1-coordinate-descent ✅ No reference PDF
slides-optim-derivative-free-2-nelder-mead ✅ No reference PDF
slides-optim-derivative-free-3-simulated-annealing ✅ No reference PDF
slides-optim-derivative-free-4-multistart-optimization ✅ No reference PDF

08-evolutionary

Slide Compiles? Comparison Note
slides-optim-evolutionary-algorithms-1-ea-intro ✅ No reference PDF
slides-optim-evolutionary-algorithms-2-ea-numeric ✅ No reference PDF
slides-optim-evolutionary-algorithms-3-ea-bit ✅ No reference PDF
slides-optim-evolutionary-algorithms-5-cmaes ✅ No reference PDF
slides-optim-evolutionary-algorithms-6-cmaes-wrapup ✅ No reference PDF

10-bayesian-optimization

Slide Compiles? Comparison Note
slides-bayesian-optimization-1-black-box ✅ No reference PDF
slides-bayesian-optimization-2-loop ✅ No reference PDF
slides-bayesian-optimization-3-bayesian-loop_1 ✅ No reference PDF
slides-bayesian-optimization-3-bayesian-loop_2 ✅ No reference PDF
slides-bayesian-optimization-4-surrogate-models ✅ No reference PDF
slides-bayesian-optimization-5-noisy ✅ No reference PDF
slides-bayesian-optimization-6-multicrit ✅ No reference PDF
slides-bayesian-optimization-7-practical ✅ No reference PDF

lecture_iml

9 topics with a total of 47 slides

02_interpretable-models

Slide Compiles? Comparison Note
slides01-im-motivation ✅ ❓ Dissimilar pages: 6, 8, 9, 10, 13
slides02-im-lm-simple ❌ 1338: ! Undefined control sequence. 1338: \ …psilon = \xv ^\top \thetab 1338: + \epsilon $$ \par Interpr…
slides03-im-lm-extensions ✅ ❓ Dissimilar pages: 7, 8, 10, 11, 12
slides04-im-glm ✅ ❌ Differing page count: 9 vs 12
slides05-im-gam-boosting ❌ 1338: ! Undefined control sequence. 1338: \thetab 1338: l.148 \end{frame}
slides06-im-rule-based ✅ ❓ Dissimilar pages: 9, 10, 11, 12, 13

03_feature-effects

Slide Compiles? Comparison Note
slides01-fe-intro ✅ ✅
slides02-fe-ice ✅ ❌ Differing page count: 12 vs 11
slides03-fe-pdp ✅ ❌ Differing page count: 9 vs 15
slides04-fe-pdp-comments ✅ No reference PDF
slides05-fe-ale-intro ✅ No reference PDF
slides06-fe-ale ✅ No reference PDF
TODO-slides-fe-decomposition ✅ No reference PDF
TODO-slides-fe-h-statistic ✅ No reference PDF
TODO-slides-fe-marginal-effects ❌

1203: ! LaTeX Error: File ‘figure_man/me_movement’ not found. 1203: See the LaTeX manual or LaTeX Companion for explanation. 1203: Type H for immediate help.

1203: ! LaTeX Error: File ‘figure_man/me_movement’ not found. 1203: See the LaTeX manual or LaTeX Companion for explanation. 1203: Type H for immediate help.

06_local-explanations

Slide Compiles? Comparison Note
slides01-le-intro ✅ ❓ Dissimilar pages: 7, 8, 9, 10, 15
slides02-le-adversarial ❌ 1366: ! Undefined control sequence. 1366: \ …nge of $\\epsilon \\|\\thetab 1366: \\|_1$ in prediction \citeb…
slides03-le-adversarial-counterfactuals ✅ No reference PDF
slides04-le-lime ❌ 1321: ! Undefined control sequence. 1321: \ … \R |g(\xv ) = s(\thetab 1321: ^\top \xv )\right \}$ be t…
slides05-le-lime-examples ✅ No reference PDF
slides06-le-lime-pitfalls ✅ ❓ Dissimilar pages: 12, 14, 19, 20, 22
slides07-le-counterfactuals ✅ ❓ Dissimilar pages: 2, 3, 33, 40, 41
slides08-le-counterfactuals-methods ✅ ❓ Dissimilar pages: 6, 7, 8, 13, 17
slides09-le-trust ✅ ❓ Dissimilar pages: 9, 15, 16, 21, 28

07_best-practices

Slide Compiles? Comparison Note
slides06-intro-pitfalls ✅ ❌ Differing page count: 15 vs 11

gradient-based

Slide Compiles? Comparison Note
t01_intro ✅ No reference PDF
t02_visualize_NNs ✅ No reference PDF
t03_simple_integrated ✅ No reference PDF

intrinsic

Slide Compiles? Comparison Note
t01_motivation ✅ No reference PDF
t02_Instance-wise_Feature_Selection ✅ No reference PDF
t03_Learning_to_explain ✅ No reference PDF