slds-lmu / lecture_optimization

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Apply service components #22

Closed jemus42 closed 4 months ago

jemus42 commented 7 months ago

This is part of the effort to unify the setups between lecture_* repositories.

Main goal is to establish a shared collection of resources in slds-lmu/lecture_service (see also slds-lmu/teaching_devops_issues/issues/6)

Summary

This PR

To do in this repo

In other repos

github-actions[bot] commented 7 months ago

Lecture Slide Status Overview

2024-06-10 17:58:01 CEST

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 2024-06-04 12:15:17 Lukas Burk Minor tweak to lecture discovery

Status of the lecture_service repo (time in UTC)

Lecture Branch Last Commit By Message
lecture_optimization ? 2024-06-10 15:53:53 GitHub Merge 7f50d7de4df49c485960d3c38f128f69ddab58bc into 0a8117fdca3431934ff57ae939e2fc4269b5f6d9

Latest commits per lecture (times in UTC)

lecture_optimization

9 topics with a total of 52 slides

compile_check n
52
compile_check compare_check n
52

01-mathematical-concepts

Slide Compiles? Comparison Note
slides-concepts-1-differentiability No reference PDF
slides-concepts-2-taylor No reference PDF
slides-concepts-3-convexity No reference PDF
slides-concepts-4-conditions-for-optimality No reference PDF
slides-concepts-5-quadratic-forms-I No reference PDF
slides-concepts-6-quadratic-forms-II No reference PDF
slides-concepts-7-matrix-calculus No reference PDF

02-optimization-problems

Slide Compiles? Comparison Note
slides-problems-1-unconstrained No reference PDF
slides-problems-2-constrained No reference PDF
slides-problems-3-other No reference PDF

03-univariate-optimization

Slide Compiles? Comparison Note
slides-univariate-1-golden-ratio No reference PDF
slides-univariate-2-brent No reference PDF

04-multivariate-first-order

Slide Compiles? Comparison Note
slides-multivar-first-order-1-GD No reference PDF
slides-multivar-first-order-10-sgd-details No reference PDF
slides-multivar-first-order-11-adam No reference PDF
slides-multivar-first-order-2-stepsize No reference PDF
slides-multivar-first-order-3-gd-deepdive-optimality No reference PDF
slides-multivar-first-order-4-weaknesses-curvature No reference PDF
slides-multivar-first-order-5-weaknesses-saddle No reference PDF
slides-multivar-first-order-6-momentum No reference PDF
slides-multivar-first-order-7-gd-quadratic-forms No reference PDF
slides-multivar-first-order-8-quadratic-forms-momentum No reference PDF
slides-multivar-first-order-9-sgd No reference PDF

05-multivariate-second-order

Slide Compiles? Comparison Note
slides-multivar-second-order-1-newton-raphson No reference PDF
slides-multivar-second-order-2-quasi-newton No reference PDF
slides-multivar-second-order-3-gauss-newton No reference PDF
slides-multivar-second-order-4-optimization-in-r No reference PDF

06-constrained

Slide Compiles? Comparison Note
slides-constrained-1-intro No reference PDF
slides-constrained-2-lp No reference PDF
slides-constrained-3-lp-solvers No reference PDF
slides-constrained-4-lp-duality No reference PDF
slides-constrained-5-nonlinear-lagrangian No reference PDF
slides-constrained-6-fenchel-duality No reference PDF
slides-optim-rest-6-regularity-conditions No reference PDF
slides-optim-rest-7-constrained-solvers No reference PDF

07-derivative-free

Slide Compiles? Comparison Note
slides-optim-derivative-free-1-coordinate-descent No reference PDF
slides-optim-derivative-free-2-nelder-mead No reference PDF
slides-optim-derivative-free-3-simulated-annealing No reference PDF
slides-optim-derivative-free-4-multistart-optimization No reference PDF

08-evolutionary

Slide Compiles? Comparison Note
slides-optim-evolutionary-algorithms-1-ea-intro No reference PDF
slides-optim-evolutionary-algorithms-2-ea-numeric No reference PDF
slides-optim-evolutionary-algorithms-3-ea-bit No reference PDF
slides-optim-evolutionary-algorithms-5-cmaes No reference PDF
slides-optim-evolutionary-algorithms-6-cmaes-wrapup No reference PDF

10-bayesian-optimization

Slide Compiles? Comparison Note
slides-bayesian-optimization-1-black-box No reference PDF
slides-bayesian-optimization-2-loop No reference PDF
slides-bayesian-optimization-3-bayesian-loop_1 No reference PDF
slides-bayesian-optimization-3-bayesian-loop_2 No reference PDF
slides-bayesian-optimization-4-surrogate-models No reference PDF
slides-bayesian-optimization-5-noisy No reference PDF
slides-bayesian-optimization-6-multicrit No reference PDF
slides-bayesian-optimization-7-practical No reference PDF
jemus42 commented 4 months ago

Merging this now as the transition to the service repo stuff is complete, and re-rendering / updating of slides-pdf and the website is left for a later date.