add plots to kl_ml slides and R files

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Lecture Slide Status Overview

2023-12-20 10:27:56 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	2023-12-07 13:49:14	Lukas Burk	Cleanup

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_sl	?	2023-12-20 09:20:49	GitHub	Merge 03ebc197ac008bca3fa7ace093d9cfd8e16c9599 into 0a87b99d170cfc639eeb53de69adfab00eb5b896

Latest commits per lecture (times in UTC)

lecture_sl

11 topics with a total of 79 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	✅	❌	Differing page count: 8 vs 9
slides-info-diffent	✅	❓	Dissimilar pages: 2, 3, 4, 5, 8
slides-info-entropy	✅	❓	Dissimilar pages: 3, 4, 5
slides-info-entropy2	✅	❌	Differing page count: 8 vs 7
slides-info-kl-ment	✅		No reference PDF
slides-info-kl-ml	✅		No reference PDF
slides-info-kl	✅	❓	Dissimilar pages: 6, 7, 8, 9, 11
slides-info-mi-deepdive	✅		No reference PDF
slides-info-ml	✅	❓	Dissimilar pages: 3, 4, 6, 7, 8
slides-info-mutual-info	✅	❌	Differing page count: 10 vs 15
slides-info-mutual-info2	✅		No reference PDF
slides-info-sourcecoding	✅	❓	Dissimilar pages: 3, 5, 7, 9, 10
slides-info-sourcecoding2	✅		No reference PDF

linear-svm

Slide	Compiles?	Comparison	Note
slides-linsvm-erm	✅	❌	Differing page count: 7 vs 6
slides-linsvm-hard-margin-dual	✅	❓	Dissimilar pages: 6
slides-linsvm-hard-margin	✅	✅
slides-linsvm-optimization	✅	✅
slides-linsvm-soft-margin	✅	✅

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: 2, 3
slides-nonlinsvm-kernel-rbf	✅	❓	Dissimilar pages: 3, 12
slides-nonlinsvm-kernel-trick	✅	❓	Dissimilar pages: 4, 12
slides-nonlinsvm-modelsel	✅	✅
slides-nonlinsvm-rkhs-repr	✅	❓	Dissimilar pages: 3, 5, 6, 9
slides-nonlinsvm-uniapprox	✅	❓	Dissimilar pages: 4

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: 2, 3, 4, 5, 13
slides-regu-l0	✅	❓	Dissimilar pages: 1, 2, 3, 4
slides-regu-l1l2	✅	❌	Differing page count: 11 vs 9
slides-regu-l1vsl2	✅	❓	Dissimilar pages: 3, 4, 5, 6, 8
slides-regu-lasso-deepdive	✅	❓	Dissimilar pages: 3, 4, 5, 6
slides-regu-nonlin-bayes	✅	❓	Dissimilar pages: 2, 3, 9, 10, 21
slides-regu-ridge-deepdive	✅		No reference PDF