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_quarto.yml
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project:
type: book
filters:
- shinylive
- pseudocode
## Global options that can be re-defined in each qmd file
format:
html:
toc: true
theme: [simplex, includes/aml4td.scss]
mainfont: 'Libre Franklin'
fig-width: 6
fig-height: 4.25
fig-align: center
tbl-cap-location: bottom
fig-cap-location: bottom
keep-md: false
crossref:
custom:
- kind: float
reference-prefix: Algorithm
key: alg
execute:
freeze: auto
keep-md: false
# turn these on during development
# message: false
# warning: false
echo: false
resources:
- CNAME
## Define book style and declare qmd files to process
book:
title: "Applied Machine Learning for Tabular Data"
author:
- name: Max Kuhn
orcid: 0000-0003-2402-136X
email: [email protected]
- name: Kjell Johnson
orchid: 0000-0003-4260-9634
email: [email protected]
date: last-modified
date-format: YYYY-MM-DD
site-url: https://aml4td.org
repo-url: https://github.com/aml4td/website/
sharing: [twitter, facebook, linkedin]
google-analytics: "G-7T996NL20Z"
sidebar:
style: "docked"
title: " "
reader-mode: true
bread-crumbs: false
chapters:
- index.qmd
- chapters/news.qmd
- chapters/contributing.qmd
- chapters/introduction.qmd
- chapters/whole-game.qmd
- part: "Preparation"
- chapters/initial-data-splitting.qmd
- chapters/missing-data.qmd
- chapters/numeric-predictors.qmd
- chapters/categorical-predictors.qmd
- chapters/embeddings.qmd
- chapters/interactions-nonlinear.qmd
- part: "Optimization"
- chapters/overfitting.qmd
- chapters/resampling.qmd
- chapters/grid-search.qmd
- chapters/iterative-search.qmd
- part: "Classification"
- part: "Regression"
- part: "Characterization"
- part: "Finalization"
bibliography: includes/references_linked.bib
csl: includes/chicago-author-date-inline.csl