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_quarto.yml
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project:
type: book
preview:
port: 8888
book:
title: 6.390 - Intro to Machine Learning
subtitle: Course Notes
repo-url: https://github.com/390introml/notes
repo-branch: main
repo-actions: [edit, issue]
repo-subdir: ""
site-url: https://introml.mit.edu/notes
twitter-card: true
favicon: logo/favicon.svg
# cover-image: logo/390.png
chapters:
- index.qmd
- regression.qmd
- gradient_descent.qmd
- classification.qmd
- feature_representation.qmd
- neural_networks.qmd
- convolutional_neural_networks.qmd
- autoencoders.qmd
- transformers.qmd
- mdp.qmd
- reinforcement_learning.qmd
- non_parametric.qmd
- clustering.qmd
appendices:
- matrix_derivative.qmd
- neural_network_appendix.qmd
- nutshell.qmd
reader-mode: true
sharing: [twitter, linkedin]
sidebar:
style: "floating"
collapse-level: 2
border: true
search: true
github: false
tools:
- text: Accessibility
href: https://accessibility.mit.edu/
icon: universal-access
# page-footer:
page-navigation: true
# bibliography:
# - all.bib
# - visionbib.bib
format:
html:
# citation-style: elsevier-with-titles.csl
css: style.css
anchor-sections: true
fontsize: "16px"
linestretch: 1.6
mainfont: "Palatino"
monofont: "Fira Mono"
smooth-scroll: true
toc-depth: 4
# code stuff
code-link: true
code-fold: false
code-tools: false
highlight-style: printing
code-block-bg: true
code-overflow: wrap
# css: ./scripts/custom-style.css
theme:
light: cosmo
dark: darkly
fig-align: "center"
reference-location: margin
cap-location: margin
mathjax: true
lightbox: true
crossref:
custom:
- key: alg
kind: float
reference-prefix: Algorithm
- key: app
kind: float
reference-prefix: Appendix
# include-in-header: title-block.html
# pdf:
# see https://pandoc.org/MANUAL.html for all options
# documentclass: src/DL_class
# classoption: src/DL_class
# lof: false
# lot: false
# toc: true
# toc-depth: 2
# fig-cap-location: bottom
# tbl-cap-location: top
# urlcolor: "blue"
# linkcolor: "black"
# biblio-style: apalike
# keep-tex: true
# code-block-bg: "#f2f2f2"
# code-block-border-left: "#f2f2f2"
# code-overflow: wrap
# mermaid:
# theme: neutral
# include-in-header: |
# \usepackage{xcolor}
# - src/setup.tex
# - src/color.tex
# - text: |
# \usepackage{makeidx}
# \makeindex
# include-after-body:
# text: |
# \printindex
# # https://christophertkenny.com/posts/2023-07-01-creating-quarto-journal-articles/
# latex-auto-install: true
comments:
hypothesis: true
resources:
- demos/
filters:
- pseudocode
- imagify
# imagify:
# scope: all
# debug: true
# embed: true
# lazy: true
# output-folder: _imagify_files
# pdf-engine: xelatex
# keep-sources: false
# zoom: 1.5
# imagify-classes:
# pre-render:
# zoom: 4 # will show if it's not override
# # block-style: "border: 1px solid red;"
# fitch:
# # debug: false
# header-includes: \usepackage{pdfpages}
# tikz:
# cache: true
imagify:
scope: selected
embed: true
lazy: true
output-folder: _imagify_files
header-includes: |
\usepackage{pgfplots}
\usetikzlibrary{tikzmark, shapes.geometric, shapes.arrows, fit, bending, calc, backgrounds, automata, positioning}
pdf-engine: pdflatex
# engine: knitr