add neural network plots

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Lecture Slide Status Overview

2024-03-21 15:48:42 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	2024-03-20 12:05:42	Lukas Burk	Update workflows to use peter-evans/create-pull-request@v6

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_sl	?	2024-03-21 14:40:58	GitHub	Merge e6791b91e95540b1fe580972109d17e7acc2bad0 into 1828fd21e87a03e02c52c37834d254917ba9bf6f

Latest commits per lecture (times in UTC)

lecture_sl

11 topics with a total of 83 slides

advriskmin

Slide	Compiles?	Comparison	Note
slides-advriskmin-bias-variance-decomposition-deepdive	✅	✅
slides-advriskmin-bias-variance-decomposition	✅	✅
slides-advriskmin-classification-01	✅	❓	Dissimilar pages: 4
slides-advriskmin-classification-bernoulli	✅	❓	Dissimilar pages: 2, 6, 7, 8
slides-advriskmin-classification-brier	✅	❓	Dissimilar pages: 4
slides-advriskmin-classification-deepdive	✅	✅
slides-advriskmin-classification-furtherlosses	✅	✅
slides-advriskmin-logreg-deepdive	✅	✅
slides-advriskmin-losses-properties	✅	❓	Dissimilar pages: 2, 9
slides-advriskmin-max-likelihood-l2	✅	✅
slides-advriskmin-max-likelihood-other	✅	✅
slides-advriskmin-pseudo-residuals	✅	✅
slides-advriskmin-regression-further-losses	✅	❓	Dissimilar pages: 3, 4, 5, 8, 9
slides-advriskmin-regression-l1	✅	❓	Dissimilar pages: 2, 3, 4, 6
slides-advriskmin-regression-l2	✅	❌	Differing page count: 7 vs 6
slides-advriskmin-risk-minimizer	✅	❌	Differing page count: 12 vs 11

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	✅	❓	Dissimilar pages: 3
slides-boosting-gradient-boosting-concept	✅	❓	Dissimilar pages: 4, 11, 15, 16
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, 3

information-theory

Slide	Compiles?	Comparison	Note
slides-info-cross-entropy-kld	✅	✅
slides-info-diffent	✅	✅
slides-info-entropy	✅	✅
slides-info-entropy2	✅	✅
slides-info-kl-ment	✅	✅
slides-info-kl-ml	✅	✅
slides-info-kl	✅	✅
slides-info-mi-deepdive	✅	✅
slides-info-ml	✅	❓	Dissimilar pages: 2, 3, 4, 6, 8
slides-info-mutual-info	✅	❓	Dissimilar pages: 8
slides-info-mutual-info2	✅	✅
slides-info-sourcecoding	✅	❓	Dissimilar pages: 3
slides-info-sourcecoding2	✅	✅

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: 3, 7
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	✅	❌	Differing page count: 10 vs 8

regularization

Slide	Compiles?	Comparison	Note
slides-regu-bagging-deepdive	✅		No reference PDF
slides-regu-bayes	✅		No reference PDF
slides-regu-bias-variance	✅		No reference PDF
slides-regu-early-stopping	✅	❌	Differing page count: 6 vs 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, 6, 8, 10
slides-regu-intro	✅	❌	Differing page count: 19 vs 17
slides-regu-l1	✅		No reference PDF
slides-regu-l1vsl2	✅	❓	Dissimilar pages: 3, 6, 7, 8, 9
slides-regu-l2	✅		No reference PDF
slides-regu-lasso-deepdive	✅	❓	Dissimilar pages: 3, 4, 5, 6
slides-regu-nonlin	✅		No reference PDF
slides-regu-others	✅		No reference PDF
slides-regu-ridge-deepdive	✅		No reference PDF