Rf cleanup

[manuelhelmerichs]

Added macros and comments

[github-actions]

Lecture Slide Status Overview

2024-06-24 12:50:02 CEST

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

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	2024-06-23 18:00:08	Lukas Burk	Comments

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_i2ml	?	2024-06-24 10:43:01	GitHub	Merge 90c596a into 3b30cf3

Latest commits per lecture (times in UTC)

lecture_i2ml

11 topics with a total of 67 slides

compile_check	n
✅	67

compile_check	compare_check	n
✅		3
✅	✅	40
✅	❌	3
✅	❓	21

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	✅	✅

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	✅	❓	Dissimilar pages: 11
slides-classification-discranalysis	✅	❓	Dissimilar pages: 6
slides-classification-linear	✅	❓	Dissimilar pages: 2, 3
slides-classification-logistic	✅	✅
slides-classification-naivebayes	✅	❓	Dissimilar pages: 2
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	✅	❌	Differing page count: 9 vs 8
slides-tuning-nutshell	✅	✅
slides-tuning-pipelines	✅	✅
slides-tuning-practical	✅	❌	Differing page count: 8 vs 6
slides-tuning-tuningproblem	✅	✅