update differential entropy plots and add new kl divergence plot

[Tobias-Brock]

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Lecture Slide Status Overview

2023-11-16 16:54:39 CET

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	2023-11-10 14:05:20	Lukas Burk	Workflow cleanup + parameterized tmate

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_sl	?	2023-11-16 15:47:26	GitHub	Merge 99ec330 into 88a8a7b

Latest commits per lecture (times in UTC)

lecture_sl

11 topics with a total of 74 slides

advriskmin

Slide	Compiles?	Comparison	Note
slides-advriskmin-bias-variance-decomposition-deepdive	✅	✅
slides-advriskmin-bias-variance-decomposition	✅	✅
slides-advriskmin-classification-01	✅	✅
slides-advriskmin-classification-bernoulli	✅	❓	Dissimilar pages: 6
slides-advriskmin-classification-brier	✅	✅
slides-advriskmin-classification-deepdive	✅	✅
slides-advriskmin-classification-furtherlosses	✅	✅
slides-advriskmin-logreg-deepdive	✅	✅
slides-advriskmin-losses-properties	✅	❓	Dissimilar pages: 9
slides-advriskmin-max-likelihood-l2	✅	✅
slides-advriskmin-max-likelihood-other	✅	✅
slides-advriskmin-pseudo-residuals	✅	✅
slides-advriskmin-regression-further-losses	✅	✅
slides-advriskmin-regression-l1	✅	✅
slides-advriskmin-regression-l2	✅	✅
slides-advriskmin-risk-minimizer	✅	✅

boosting

Slide	Compiles?	Comparison	Note
slides-boosting-cwb-advanced	✅	✅
slides-boosting-cwb-basics	✅	✅
slides-boosting-cwb-basics2	✅	❓	Dissimilar pages: 5, 6
slides-boosting-cwb-glm	✅	✅
slides-boosting-gbm-classification	✅	❓	Dissimilar pages: 4
slides-boosting-gbm-regularization	✅	✅
slides-boosting-gbm-with-trees-1	✅	❓	Dissimilar pages: 4, 5, 11, 12, 13
slides-boosting-gbm-with-trees-2	✅	✅
slides-boosting-gradient-boosting-concept	✅	✅
slides-boosting-intro-adaboost	✅	❓	Dissimilar pages: 12
slides-boosting-lgm-ctbm	✅	❓	Dissimilar pages: 3
slides-boosting-regression-illustrations	✅	✅
slides-boosting-xgboost-deepdive	✅	✅
slides-boosting-xgboost	✅	❓	Dissimilar pages: 5, 9

cod

Slide	Compiles?	Comparison	Note
slides-cod-examples	✅	❓	Dissimilar pages: 3, 6, 8, 9, 10
slides-cod	✅	❓	Dissimilar pages: 4, 5, 17, 18, 19

feature-selection

Slide	Compiles?	Comparison	Note
slides-fs-filters1	✅	❓	Dissimilar pages: 2, 9
slides-fs-filters2	✅	❓	Dissimilar pages: 2, 3, 5
slides-fs-introduction	✅	✅
slides-fs-motivating-examples	✅	✅
slides-fs-wrapper	✅	❓	Dissimilar pages: 1

information-theory

Slide	Compiles?	Comparison	Note
slides-info-cross-entropy-kld	✅	❓	Dissimilar pages: 3, 4, 5, 6, 9
slides-info-diffent	✅	❌	Differing page count: 9 vs 8
slides-info-entropy	✅	✅
slides-info-entropy2	✅	❌	Differing page count: 8 vs 7
slides-info-kl-ment	❌		1213: ! Undefined control sequence. 1213: \ \mathal 1213: l.49 …at the non-overlapping domains of \$\mathal
slides-info-kl-ml	❌		1224: ! LaTeX Error: There’s no line here to end. 1224: See the LaTeX manual or LaTeX Companion for explanation. 1224: Type H \ for immediate help.
slides-info-kl	✅	❌	Differing page count: 13 vs 12
slides-info-ml	✅	❓	Dissimilar pages: 2, 3, 4, 5, 8
slides-info-mutual-info	✅	❌	Differing page count: 17 vs 15
slides-info-sourcecoding	✅	❓	Dissimilar pages: 3, 5, 7, 9, 10

linear-svm

Slide	Compiles?	Comparison	Note
slides-linsvm-erm	✅	❌	Differing page count: 7 vs 6
slides-linsvm-hard-margin-dual	✅	❓	Dissimilar pages: 1, 3, 4, 5, 6
slides-linsvm-hard-margin	✅	❓	Dissimilar pages: 1, 3, 5, 6, 12
slides-linsvm-optimization	✅	❓	Dissimilar pages: 1, 6, 7, 8, 9
slides-linsvm-soft-margin	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6

lookup-slides

Slide	Compiles?	Comparison	Note
riskmin_optconst	✅		No reference PDF

mathrefresher

Slide	Compiles?	Comparison	Note
slides-probability-theory	✅	❓	Dissimilar pages: 3, 14, 16, 21, 23

multiclass

Slide	Compiles?	Comparison	Note
slides-mc-binary-reduction	✅	❓	Dissimilar pages: 2, 3, 6, 9, 11
slides-mc-codebooks	✅	❓	Dissimilar pages: 4, 5, 9, 10, 11
slides-mc-losses	✅	❓	Dissimilar pages: 2, 3, 4, 10, 13
slides-mc-softmax-regression	✅	❓	Dissimilar pages: 2, 4, 6, 7, 11

nonlinear-svm

Slide	Compiles?	Comparison	Note
slides-nonlinsvm-featuregen	✅	❌	Differing page count: 9 vs 8
slides-nonlinsvm-kernel-poly	✅	❓	Dissimilar pages: 1, 4, 5, 6, 7
slides-nonlinsvm-kernel-rbf	✅	❓	Dissimilar pages: 2, 3, 10, 11, 12
slides-nonlinsvm-kernel-trick	✅	❓	Dissimilar pages: 5, 7, 8, 12, 13
slides-nonlinsvm-modelsel	✅	❓	Dissimilar pages: 3, 4, 5, 6, 8
slides-nonlinsvm-rkhs-repr	✅	❓	Dissimilar pages: 1, 4, 5, 6, 9
slides-nonlinsvm-uniapprox	✅	❓	Dissimilar pages: 1, 2, 3, 4, 6

regularization

Slide	Compiles?	Comparison	Note
slides-regu-early-stopping	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-regu-enetlogreg	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-regu-geom-l1	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-regu-geom-l2-wdecay	✅	❓	Dissimilar pages: 3, 4, 8, 9, 10
slides-regu-intro	✅	❓	Dissimilar pages: 4, 5, 6, 8, 10
slides-regu-l0	✅	❓	Dissimilar pages: 1, 2, 3, 4
slides-regu-l1l2	✅	❓	Dissimilar pages: 2, 3, 6, 7, 8
slides-regu-l1vsl2	✅	❓	Dissimilar pages: 3, 4, 5, 6, 8
slides-regu-nonlin-bayes	✅	❓	Dissimilar pages: 2, 3, 9, 10, 21