slds-lmu / lecture_sl

Creative Commons Attribution 4.0 International
2 stars 2 forks source link

video transcripts for first 5 chapters of info theory #174

Closed Tobias-Brock closed 11 months ago

github-actions[bot] commented 11 months ago

Lecture Slide Status Overview

2023-12-20 12:40:44 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 2023-12-07 13:49:14 Lukas Burk Cleanup

Status of the lecture_service repo (time in UTC)

Lecture Branch Last Commit By Message
lecture_sl ? 2023-12-20 11:33:24 GitHub Merge 6b46b218f094acdfaada5a4fce69ec70cf91a769 into d593e69407defcd6541d4d148b5b2a7056883b56

Latest commits per lecture (times in UTC)

lecture_sl

11 topics with a total of 79 slides

advriskmin

Slide Compiles? Comparison Note
slides-advriskmin-bias-variance-decomposition-deepdive
slides-advriskmin-bias-variance-decomposition
slides-advriskmin-classification-01
slides-advriskmin-classification-bernoulli Dissimilar pages: 6
slides-advriskmin-classification-brier
slides-advriskmin-classification-deepdive
slides-advriskmin-classification-furtherlosses
slides-advriskmin-logreg-deepdive
slides-advriskmin-losses-properties Dissimilar pages: 9
slides-advriskmin-max-likelihood-l2
slides-advriskmin-max-likelihood-other
slides-advriskmin-pseudo-residuals
slides-advriskmin-regression-further-losses
slides-advriskmin-regression-l1
slides-advriskmin-regression-l2
slides-advriskmin-risk-minimizer

boosting

Slide Compiles? Comparison Note
slides-boosting-cwb-advanced
slides-boosting-cwb-basics
slides-boosting-cwb-basics2 Dissimilar pages: 5, 6
slides-boosting-cwb-glm
slides-boosting-gbm-classification Dissimilar pages: 4
slides-boosting-gbm-regularization
slides-boosting-gbm-with-trees-1 Dissimilar pages: 4, 5, 11, 12, 13
slides-boosting-gbm-with-trees-2
slides-boosting-gradient-boosting-concept
slides-boosting-intro-adaboost Dissimilar pages: 12
slides-boosting-lgm-ctbm Dissimilar pages: 3
slides-boosting-regression-illustrations
slides-boosting-xgboost-deepdive
slides-boosting-xgboost Dissimilar pages: 5, 9

cod

Slide Compiles? Comparison Note
slides-cod-examples Dissimilar pages: 3, 6, 8, 9, 10
slides-cod Dissimilar pages: 4, 5, 17, 18, 19

feature-selection

Slide Compiles? Comparison Note
slides-fs-filters1 Dissimilar pages: 2, 9
slides-fs-filters2 Dissimilar pages: 2, 3, 5
slides-fs-introduction
slides-fs-motivating-examples
slides-fs-wrapper Dissimilar pages: 1

information-theory

Slide Compiles? Comparison Note
slides-info-cross-entropy-kld Differing page count: 8 vs 9
slides-info-diffent Dissimilar pages: 2, 3, 4, 5, 8
slides-info-entropy Dissimilar pages: 3, 4, 5
slides-info-entropy2 Differing page count: 8 vs 7
slides-info-kl-ment No reference PDF
slides-info-kl-ml No reference PDF
slides-info-kl Dissimilar pages: 6, 7, 8, 9, 11
slides-info-mi-deepdive No reference PDF
slides-info-ml Dissimilar pages: 3, 4, 6, 7, 8
slides-info-mutual-info Differing page count: 10 vs 15
slides-info-mutual-info2 No reference PDF
slides-info-sourcecoding Dissimilar pages: 3, 5, 7, 9, 10
slides-info-sourcecoding2 No reference PDF

linear-svm

Slide Compiles? Comparison Note
slides-linsvm-erm Differing page count: 7 vs 6
slides-linsvm-hard-margin-dual Dissimilar pages: 6
slides-linsvm-hard-margin
slides-linsvm-optimization
slides-linsvm-soft-margin

lookup-slides

Slide Compiles? Comparison Note
riskmin_optconst No reference PDF

mathrefresher

Slide Compiles? Comparison Note
slides-probability-theory Dissimilar pages: 3, 14, 16, 21, 23

multiclass

Slide Compiles? Comparison Note
slides-mc-binary-reduction Dissimilar pages: 2, 3, 6, 9, 11
slides-mc-codebooks Dissimilar pages: 4, 5, 9, 10, 11
slides-mc-losses Dissimilar pages: 2, 3, 4, 10, 13
slides-mc-softmax-regression Dissimilar pages: 2, 4, 6, 7, 11

nonlinear-svm

Slide Compiles? Comparison Note
slides-nonlinsvm-featuregen Differing page count: 9 vs 8
slides-nonlinsvm-kernel-poly Dissimilar pages: 2, 3
slides-nonlinsvm-kernel-rbf Dissimilar pages: 3, 12
slides-nonlinsvm-kernel-trick Dissimilar pages: 4, 12
slides-nonlinsvm-modelsel
slides-nonlinsvm-rkhs-repr Dissimilar pages: 3, 5, 6, 9
slides-nonlinsvm-uniapprox Dissimilar pages: 4

regularization

Slide Compiles? Comparison Note
slides-regu-early-stopping Dissimilar pages: 1, 2, 3, 4, 5
slides-regu-enetlogreg Dissimilar pages: 2, 3, 4, 5, 6
slides-regu-geom-l1 Dissimilar pages: 1, 2, 3, 4, 5
slides-regu-geom-l2-wdecay Dissimilar pages: 3, 4, 8, 9, 10
slides-regu-intro Dissimilar pages: 2, 3, 4, 5, 13
slides-regu-l0 Dissimilar pages: 1, 2, 3, 4
slides-regu-l1l2 Differing page count: 11 vs 9
slides-regu-l1vsl2 Dissimilar pages: 3, 4, 5, 6, 8
slides-regu-lasso-deepdive Dissimilar pages: 3, 4, 5, 6
slides-regu-nonlin-bayes Dissimilar pages: 2, 3, 9, 10, 21
slides-regu-ridge-deepdive No reference PDF