GitHub - Jain-Laksh/ES335-machine-learning: Repo forked from Nipun Batra sir's ml-teaching repo

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 492 Commits
.github/workflows		.github/workflows
.vscode		.vscode
Lasso		Lasso
SVM		SVM
apps		apps
bias-variance		bias-variance
cnn		cnn
convexity		convexity
coordinate-descent		coordinate-descent
datasets		datasets
diagrams		diagrams
ensemble		ensemble
feature-selection		feature-selection
figures		figures
forecasting		forecasting
gradient-descent		gradient-descent
kkt-conditions		kkt-conditions
knn		knn
linear-reg		linear-reg
linear-regression-geometric		linear-regression-geometric
linear-regression-time-complexity		linear-regression-time-complexity
ml-maths		ml-maths
mvn		mvn
naive-bayes		naive-bayes
notebooks		notebooks
ridge		ridge
scripts		scripts
shuffling		shuffling
slides		slides
subgradient		subgradient
unsupervised		unsupervised
.gitignore		.gitignore
MLP.tex		MLP.tex
Svm1&2.pdf		Svm1&2.pdf
Svm1&2.toc		Svm1&2.toc
_quarto.yml		_quarto.yml
entropy_calculation.numbers		entropy_calculation.numbers
index.qmd		index.qmd
latexify.py		latexify.py
notation.sty		notation.sty
notebooks.qmd		notebooks.qmd
rl.tex		rl.tex
slides.qmd		slides.qmd
styles-dark.scss		styles-dark.scss
styles.scss		styles.scss
svm-2-2.nav		svm-2-2.nav
svm-2-2.out		svm-2-2.out
svm-2-2.pdf		svm-2-2.pdf
svm-2-2.tex		svm-2-2.tex
svm-2-2.toc		svm-2-2.toc
svm-3.nav		svm-3.nav
svm-3.out		svm-3.out
svm-3.pdf		svm-3.pdf
svm-3.tex		svm-3.tex
svm-3.toc		svm-3.toc
svm-4.nav		svm-4.nav
svm-4.out		svm-4.out
svm-4.pdf		svm-4.pdf
svm-4.tex		svm-4.tex
svm-4.toc		svm-4.toc
svm-intro.nav		svm-intro.nav
svm-intro.out		svm-intro.out
svm-intro.pdf		svm-intro.pdf
svm-intro.tex		svm-intro.tex
svm-intro.toc		svm-intro.toc
svm-kernel.nav		svm-kernel.nav
svm-kernel.out		svm-kernel.out
svm-kernel.pdf		svm-kernel.pdf
svm-kernel.tex		svm-kernel.tex
svm-kernel.toc		svm-kernel.toc
svm-soft-margin.nav		svm-soft-margin.nav
svm-soft-margin.out		svm-soft-margin.out
svm-soft-margin.pdf		svm-soft-margin.pdf
svm-soft-margin.tex		svm-soft-margin.tex
svm-soft-margin.toc		svm-soft-margin.toc
video.gif		video.gif