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mds (Math for Data Science)

mds collects the mathematics that data science courses assume: notation, algebra, calculus, linear algebra, vector calculus and proof writing, as Quarto fragments. It renders on its own as a website, and course sites include it as a git submodule.

Pages

The site has one page per topic. Each page is a thin wrapper around one or more fragments, which are what a host site includes:

Page Fragment(s) to include
Notation mds/_notation.qmd
Sets and Functions mds/_sets-functions.qmd
Algebra mds/_algebra.qmd
Measures mds/_measures.qmd
Calculus mds/_calc-derivatives.qmd, mds/_calc-integrals.qmd, and the double-integral subfiles mds/_subfiles/_*fubini*.qmd
Linear Algebra mds/_subfiles/_sec_linear_algebra.qmd
Vector Calculus mds/_subfiles/_sec_vector_calc.qmd
Proof Writing mds/_proof-writing.qmd

_notation.qmd, _sets-functions.qmd, _algebra.qmd, and _measures.qmd include latex-macros/macros.qmd themselves; a host page that includes any of the other fragments must include latex-macros/macros.qmd first, as the pages of this site do.

Using these notes in another site

Add this repository as a git submodule named mds at the root of the host site, and include fragments with paths that start with mds/:

git submodule add https://github.com/Morrison-Lab/mds.git mds

Quarto resolves @id cross-references only within one rendered page, so a host site that links to a result here uses an explicit link to the page and anchor.

Building the site

This repository uses the latex-macros submodule for its LaTeX macros, so clone it with submodules:

git clone --recurse-submodules https://github.com/Morrison-Lab/mds.git
quarto preview

Provenance

The site scaffolding comes from the qwt Quarto website template.

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Notes on Mathematics for Data Science

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