Cleanup style folder (2nd try)

[jemus42]

Something has gone wonky in the previous PR.

Goals of this PR:

• Remove unneeded files from style
• Clean up preamble.tex, common.tex, lmu-lecture.sty to remove unneeded and vestigial content (hopefully streamlining the preamble in the process, and making it easier to understand/maintain)
• (!) If necessary, slides may need to be updated to e.g. remove superfluous code (e.g. the knitrout environment), potentially leading to merge conflicts

Collateral damage that's probably not hurting anything: All my editors are set up to ensure files end with a newline because POSIX.

Special care needs to be taken that after removing seemingly unneeded code, the slides not only compile without error, but also look correct, which is not entirely possible to achieve programmatically (I think)

Next steps:

• [x] Validate that compiled slides still look ok
• [x] Consolidate preamble.tex / common.tex / lmu-lecture.sty (at least common.tex likely unneeded as contents can be added to preamble or .sty file?)

[github-actions[bot]]

Lecture Slide Status Overview

2024-03-24 15:26:18 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	2024-03-23 13:53:56	Lukas Burk	More cleanup in latex-math updater

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_i2ml	?	2024-03-24 14:20:59	GitHub	Merge f4cc442bf239803ab9e1faffd5065b41cfbab4d7 into 98da0280cbacec2c22c668b3d428ceefc9a63926

Latest commits per lecture (times in UTC)

lecture_i2ml

11 topics with a total of 67 slides

cart

Slide	Compiles?	Comparison	Note
slides-cart-computationalaspects	✅	✅
slides-cart-discussion	✅	✅
slides-cart-nutshell	✅	✅
slides-cart-predictions	✅	✅
slides-cart-splitcriteria-classification	✅	✅
slides-cart-splitcriteria-regression	✅	✅
slides-cart-stoppingpruning	✅	✅
slides-cart-treegrowing	✅	✅

evaluation

Slide	Compiles?	Comparison	Note
slides-evaluation-auc-mwu	✅	✅
slides-evaluation-generr	✅	✅
slides-evaluation-mcauc	✅	✅
slides-evaluation-measures-classification	✅	✅
slides-evaluation-measures-regression	✅	✅
slides-evaluation-nutshell	✅	✅
slides-evaluation-overfitting-underfitting	✅	✅
slides-evaluation-partialauc	✅	✅
slides-evaluation-prcurves	✅	✅
slides-evaluation-resampling-1	✅	✅
slides-evaluation-resampling-2	✅	❓	Dissimilar pages: 8
slides-evaluation-rocbasics	✅	✅
slides-evaluation-roccurves	✅	✅
slides-evaluation-test	✅	✅
slides-evaluation-train	✅	✅

forests

Slide	Compiles?	Comparison	Note
slides-forests-bagging	✅	✅
slides-forests-benchmark	✅	✅
slides-forests-discussion	✅	✅
slides-forests-featureimportance	✅	✅
slides-forests-intro	✅	✅
slides-forests-nutshell	✅	✅
slides-forests-proximities	✅	✅

knn

Slide	Compiles?	Comparison	Note
slides-knn	✅	✅

ml-basics

Slide	Compiles?	Comparison	Note
slides-basics-data	✅	✅
slides-basics-learner	✅	✅
slides-basics-learnercomponents-hro	✅	✅
slides-basics-models-parameters	✅	✅
slides-basics-nutshell	✅	✅
slides-basics-optimization	✅	✅
slides-basics-riskminimization	✅	✅
slides-basics-task	✅	✅
slides-basics-whatisml	✅	✅

ml-philosophy

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

nested-resampling

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

neural-networks

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

supervised-classification

Slide	Compiles?	Comparison	Note
slides-classification-basicdefs	✅	✅
slides-classification-discranalysis	✅	✅
slides-classification-linear	✅	✅
slides-classification-logistic	✅	✅
slides-classification-naivebayes	✅	✅
slides-classification-nutshell	✅	✅
slides-classification-tasks	✅	✅

supervised-regression

Slide	Compiles?	Comparison	Note
slides-regression-deepdive-ols	✅	✅
slides-regression-linearmodel-l1	✅	✅
slides-regression-linearmodel-l2	✅	✅
slides-regression-nutshell	✅	✅
slides-regression-polynomials	✅	✅

tuning

Slide	Compiles?	Comparison	Note
slides-tuning-advanced	✅	✅
slides-tuning-basicalgos	✅	✅
slides-tuning-intro	✅	✅
slides-tuning-nutshell	✅	✅
slides-tuning-pipelines	✅	✅
slides-tuning-practical	✅	✅
slides-tuning-tuningproblem	✅	✅

[jemus42]

All dissimilarities appear to be very minor and only affect slight spacing changes or maybe slightly different text sizes I can't fully explain, but I'm inclined to accept this in the interest of finally making some cleanup progress.

[jemus42]

Okay, merging this now so I have any chance of actually continuing the cleanup work across other lectures