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project:
type: book
output-dir: _book
book:
title: "Convex Optimization in R Using CVXR"
subtitle: "A Hands-On Tutorial"
favicon: images/logo.png
author:
- "Anqi Fu"
- "Balasubramanian Narasimhan"
date: today
description: >
A hands-on tutorial on disciplined convex optimization in R with CVXR,
prepared for useR! 2026 (Warsaw).
site-url: "https://cvxr.rbind.io"
repo-url: "https://github.com/bnaras/cvxr_tutorial"
repo-actions: [issue]
search: true
page-navigation: true
chapters:
- index.qmd
- part: "Foundations"
chapters:
- 01-intro.qmd
- 02-gentle-intro.qmd
- 03-dcp.qmd
- 04-problem-types.qmd
- part: "Regression and Classification"
chapters:
- 05-elastic-net.qmd
- 06-change-the-loss.qmd
- 07-logistic.qmd
- 08-dpp.qmd
- part: "Applications"
chapters:
- 09-portfolio.qmd
- 10-invcov.qmd
- 11-mip.qmd
- 12-image.qmd
- 13-bootstrap.qmd
- part: "Frontiers"
chapters:
- 14-dnlp.qmd
- 15-dgp-dqcp.qmd
- part: "Practice"
chapters:
- 16-byo.qmd
appendices:
- appendix-mosek.qmd
- references.qmd
bibliography: [references.bib, cvxr.bib]
format:
html:
theme:
- cosmo
- custom.scss
toc: true
toc-depth: 3
code-copy: true
code-overflow: scroll
highlight-style: github
link-external-newwindow: true
pdf:
documentclass: scrbook
keep-tex: false
# Re-use rendered chunk results across renders; every chunk must still execute
# cleanly against CRAN CVXR 1.9.1 in CI.
execute:
freeze: auto
warning: false
message: false