neural networks: renames for consistency

[manuelhelmerichs]

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Lecture Slide Status Overview

2023-11-12 19:13:08 CET

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Branch	Last Commit	By	Message
main	2023-11-10 14:05:20	Lukas Burk	Workflow cleanup + parameterized tmate

Status of the lecture_service repo (time in UTC)

Lecture	Branch	Last Commit	By	Message
lecture_i2ml	?	2023-11-12 18:03:01	GitHub	Merge 0e0eade into a3e4dc8

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	✅	❌	Differing page count: 10 vs 9
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: 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	✅	❓	Dissimilar pages: 6, 10
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	✅	✅
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-nn-nutshell	✅	❓	Dissimilar pages: 2, 3, 4, 5, 6

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