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Lecture Slide Status Overview

2024-11-07 09:31:15 CET

• lecture_i2ml
  • cart
  • evaluation
  • forests
  • knn
  • ml-basics
  • nested-resampling
  • neural-networks
  • supervised-classification
  • supervised-regression
  • tuning

This is a reduced version of the full status check rendered for each
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It does not link to rendered PDF files and only produces markdown
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rough check to ensure that the PR does not cause major breakage.

Branch	Last Commit	By	Message
main	2024-10-23 16:05:21	Lukas Burk	Update NEWS, bump version

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_i2ml	?	2024-11-07 08:25:12	GitHub	Merge 0837374 into 31bdf58

Latest commits per lecture (times in UTC)

lecture_i2ml

10 topics with a total of 63 slides

compile_check	n
✅	63

compile_check	compare_check	n
✅	✅	40
✅	❌	4
✅	❓	19

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	✅	❓	Dissimilar pages: 3, 8, 9
slides-evaluation-mcauc	✅	✅
slides-evaluation-measures-classification	✅	✅
slides-evaluation-measures-regression	✅	✅
slides-evaluation-nutshell	✅	❓	Dissimilar pages: 7, 10
slides-evaluation-overfitting-underfitting	✅	✅
slides-evaluation-partialauc	✅	✅
slides-evaluation-prcurves	✅	✅
slides-evaluation-resampling-1	✅	❓	Dissimilar pages: 2, 3
slides-evaluation-resampling-2	✅	❓	Dissimilar pages: 5, 6, 7, 10
slides-evaluation-rocbasics	✅	✅
slides-evaluation-roccurves	✅	❓	Dissimilar pages: 6
slides-evaluation-test	✅	❓	Dissimilar pages: 2
slides-evaluation-train	✅	❓	Dissimilar pages: 2, 4

forests

Slide	Compiles?	Comparison	Note
slides-forests-bagging-deepdive	✅	✅
slides-forests-bagging	✅	✅
slides-forests-basics	✅	✅
slides-forests-featureimportance	✅	❓	Dissimilar pages: 3
slides-forests-nutshell	✅	✅
slides-forests-oob	✅	✅
slides-forests-proximities	✅	✅

knn

Slide	Compiles?	Comparison	Note
slides-knn	✅	✅

ml-basics

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

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	✅	❌	Differing page count: 14 vs 11
slides-classification-linear	✅	❌	Differing page count: 7 vs 4
slides-classification-logistic	✅	✅
slides-classification-naivebayes	✅	❓	Dissimilar pages: 2, 3
slides-classification-nutshell	✅	✅
slides-classification-tasks	✅	❓	Dissimilar pages: 7

supervised-regression

Slide	Compiles?	Comparison	Note
slides-regression-deepdive-ols	✅	✅
slides-regression-linearmodel-l1	✅	❓	Dissimilar pages: 6
slides-regression-linearmodel-l2	✅	❓	Dissimilar pages: 2, 6, 14
slides-regression-nutshell	✅	❓	Dissimilar pages: 3, 4, 5
slides-regression-polynomials	✅	❓	Dissimilar pages: 5

tuning

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