NumML

Numerische Algorithmen für Maschinelles Lernen V 0.50

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
DatenNotebooks		DatenNotebooks
_build		_build
docs		docs
.nojekyll		.nojekyll
00_Vorwort.md		00_Vorwort.md
01_Regression.ipynb		01_Regression.ipynb
02_Dimensionsreduktion.ipynb		02_Dimensionsreduktion.ipynb
03_Regularisierung.ipynb		03_Regularisierung.ipynb
04_Background_Removal_QR.ipynb		04_Background_Removal_QR.ipynb
05_Klassifikation_mit_SVM.ipynb		05_Klassifikation_mit_SVM.ipynb
06_Neuronale_Netze.ipynb		06_Neuronale_Netze.ipynb
07_Topic_Extraction.ipynb		07_Topic_Extraction.ipynb
08_Grundlagen_Optimierung.ipynb		08_Grundlagen_Optimierung.ipynb
09_Konvexitaet.ipynb		09_Konvexitaet.ipynb
10_Gradient_Descent.ipynb		10_Gradient_Descent.ipynb
11_Projected_Gradient_Descent.ipynb		11_Projected_Gradient_Descent.ipynb
12_Subgradient_Descent.ipynb		12_Subgradient_Descent.ipynb
13_Proximal_Gradient_Descent.ipynb		13_Proximal_Gradient_Descent.ipynb
14_Stochastic_Gradient_Descent.ipynb		14_Stochastic_Gradient_Descent.ipynb
15_Probabilistische_Lineare_Algebra.ipynb		15_Probabilistische_Lineare_Algebra.ipynb
99_Literatur.md		99_Literatur.md
README.md		README.md
_config.yml		_config.yml
_toc.yml		_toc.yml
environment.yml		environment.yml
logo.png		logo.png
references.bib		references.bib

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