quick fixes for nutshell slides

[manuelhelmerichs]

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[github-actions]

Lecture Slide Status Overview

2023-11-01 11:18:11 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	2023-10-31 15:05:24	Lukas Burk	Make workflow update scrpts a lot more conservative

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_i2ml	?	2023-11-01 10:08:18	GitHub	Merge 4f5352d into c097cbe

Latest commits per lecture (times in UTC)

lecture_i2ml

11 topics with a total of 69 slides

cart

Slide	Compiles?	Comparison	Note
ns-deprec	✅		No reference PDF
slides-cart-computationalaspects	✅	❓	Dissimilar pages: 2, 3, 4, 11, 12
slides-cart-discussion	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-cart-nutshell-alternative	✅		No reference PDF
slides-cart-nutshell	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-cart-predictions	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-cart-splitcriteria-classification	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-cart-splitcriteria-regression	✅	❓	Dissimilar pages: 2, 3, 8, 9, 10
slides-cart-stoppingpruning	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-cart-treegrowing	✅	❓	Dissimilar pages: 2, 3, 7, 8, 9

evaluation

Slide	Compiles?	Comparison	Note
slides-evaluation-auc-mwu	✅	❓	Dissimilar pages: 2, 3, 4, 6, 7
slides-evaluation-costcurves	✅	❌	Differing page count: 17 vs 9
slides-evaluation-generr	✅	❓	Dissimilar pages: 2, 3, 4, 8, 9
slides-evaluation-mcauc	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-evaluation-measures-classification	✅	❓	Dissimilar pages: 2, 3, 4, 5, 9
slides-evaluation-measures-regression	✅	❓	Dissimilar pages: 2, 3, 4, 5, 7
slides-evaluation-nutshell	✅		No reference PDF
slides-evaluation-overfitting-underfitting	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-evaluation-partialauc	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-evaluation-prcurves	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-evaluation-resampling-1	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-evaluation-resampling-2	✅	❓	Dissimilar pages: 2, 5, 6, 7, 10
slides-evaluation-rocbasics	✅	❓	Dissimilar pages: 3, 6, 8, 11, 12
slides-evaluation-roccurves	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-evaluation-test	✅	❓	Dissimilar pages: 2, 4, 9, 11, 12
slides-evaluation-train	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6

forests

Slide	Compiles?	Comparison	Note
slides-forests-bagging	✅	❓	Dissimilar pages: 2, 3, 4, 8, 9
slides-forests-benchmark	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-forests-discussion	✅	❓	Dissimilar pages: 1, 2, 3, 4
slides-forests-featureimportance	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5
slides-forests-intro	✅	❓	Dissimilar pages: 2, 3, 5, 8, 9
slides-forests-nutshell	❌		1247: ! LaTeX Error: Something’s wrong–perhaps a missing \item. 1247: See the LaTeX manual or LaTeX Companion for explanation. 1247: Type H \ for immediate help.
slides-forests-proximities	✅	❓	Dissimilar pages: 2, 3, 4, 5, 7

knn

Slide	Compiles?	Comparison	Note
slides-knn	✅	❓	Dissimilar pages: 2, 3, 4, 6, 10

ml-basics

Slide	Compiles?	Comparison	Note
slides-basics-data	✅	❓	Dissimilar pages: 2, 7, 8, 9, 10
slides-basics-learner	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-basics-learnercomponents-hro	✅	❓	Dissimilar pages: 2, 3, 5, 7, 8
slides-basics-models-parameters	✅	❓	Dissimilar pages: 2, 3, 6, 7, 11
slides-basics-nutshell	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-basics-optimization	✅	❓	Dissimilar pages: 2, 3, 4, 5, 11
slides-basics-riskminimization	✅	❓	Dissimilar pages: 2, 4, 5, 7, 10
slides-basics-task	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-basics-whatisml	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6

ml-philosophy

Slide	Compiles?	Comparison	Note
slides-mlphilo-2cultures	✅		No reference PDF
slides-mlphilo-blackboxes	✅		No reference PDF
slides-mlphilo-computerscience	✅		No reference PDF
slides-mlphilo-ontology	✅		No reference PDF

nested-resampling

Slide	Compiles?	Comparison	Note
slides-nested-nestedintro	✅	❓	Dissimilar pages: 2, 3, 4, 6, 7
slides-nested-nestedresampling	✅	❓	Dissimilar pages: 3, 4, 5, 6, 7
slides-nested-trainvalidtest	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5

neural-networks

Slide	Compiles?	Comparison	Note
slides-neural-networks-nutshell	✅		No reference PDF

supervised-classification

Slide	Compiles?	Comparison	Note
slides-classification-basicdefs	✅	❓	Dissimilar pages: 3, 4, 5, 6, 9
slides-classification-discranalysis	✅	❓	Dissimilar pages: 3, 4, 6, 7, 10
slides-classification-linear	✅	❓	Dissimilar pages: 1, 2, 3, 4
slides-classification-logistic	✅	❓	Dissimilar pages: 2, 3, 4, 7, 9
slides-classification-naivebayes	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-classification-nutshell	❌		1273: ! LaTeX Error: Lonely \item–perhaps a missing list environment. 1273: See the LaTeX manual or LaTeX Companion for explanation. 1273: Type H \ for immediate help.
slides-classification-tasks	✅	❓	Dissimilar pages: 4, 5, 6, 7, 8

supervised-regression

Slide	Compiles?	Comparison	Note
slides-regression-deepdive-ols	✅	❓	Dissimilar pages: 1, 2, 3
slides-regression-linearmodel-l1	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-regression-linearmodel-l2	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-regression-nutshell-2	❌		1275: ! LaTeX Error: \mathbf allowed only in math mode. 1275: See the LaTeX manual or LaTeX Companion for explanation. 1275: Type H \ for immediate help.
slides-regression-polynomials	✅	❓	Dissimilar pages: 2, 3, 4, 7, 8

tuning

Slide	Compiles?	Comparison	Note
slides-tuning-advanced	✅	❌	Differing page count: 15 vs 14
slides-tuning-basicalgos	✅	❓	Dissimilar pages: 2, 3, 5, 6, 7
slides-tuning-intro	✅	❌	Differing page count: 9 vs 8
slides-tuning-pipelines	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6
slides-tuning-practical	✅	❌	Differing page count: 8 vs 6
slides-tuning-tuningproblem	✅	❓	Dissimilar pages: 1, 2, 3, 4, 5

[manuelhelmerichs]

Nutshell quick fixes