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<spanid="cb1-16"><ahref="#cb1-16" aria-hidden="true" tabindex="-1"></a><spanclass="ss">- </span>Make each conceptual chunk as compact as possible:</span>
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<spanid="cb1-17"><ahref="#cb1-17" aria-hidden="true" tabindex="-1"></a><spanclass="ss"> - </span>Decompose long derivations into smaller lemmas.</span>
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<spanid="cb1-18"><ahref="#cb1-18" aria-hidden="true" tabindex="-1"></a><spanclass="ss"> - </span>When manipulating part of a larger expression, isolate that part in a lemma.</span>
<spanid="cb1-17"><ahref="#cb1-17" aria-hidden="true" tabindex="-1"></a><spanclass="ss"> - </span>Decompose large, complicated, difficult concepts into smaller, simpler, and easier pieces.</span>
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<spanid="cb1-18"><ahref="#cb1-18" aria-hidden="true" tabindex="-1"></a><spanclass="ss"> - </span>Decompose long derivations into smaller lemmas.</span>
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<spanid="cb1-19"><ahref="#cb1-19" aria-hidden="true" tabindex="-1"></a><spanclass="ss"> - </span>When manipulating part of a larger expression, isolate that part in a lemma.</span>
<spanid="cb1-22"><ahref="#cb1-22" aria-hidden="true" tabindex="-1"></a>This book is written using <spanclass="co">[</span><spanclass="ot">Quarto</span><spanclass="co">](https://quarto.org/docs/books/)</span>.</span>
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<spanid="cb1-23"><ahref="#cb1-23" aria-hidden="true" tabindex="-1"></a>You can fix typos, spelling mistakes, or grammatical errors directly using the GitHub web interface by making changes in the corresponding *source* file. </span>
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<spanid="cb1-24"><ahref="#cb1-24" aria-hidden="true" tabindex="-1"></a>This generally means you'll need to edit a <spanclass="in">`.qmd`</span> file. </span>
<spanid="cb1-24"><ahref="#cb1-24" aria-hidden="true" tabindex="-1"></a>This book is written using <spanclass="co">[</span><spanclass="ot">Quarto</span><spanclass="co">](https://quarto.org/docs/books/)</span>.</span>
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<spanid="cb1-25"><ahref="#cb1-25" aria-hidden="true" tabindex="-1"></a>You can fix typos, spelling mistakes, or grammatical errors directly using the GitHub web interface by making changes in the corresponding *source* file. </span>
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<spanid="cb1-26"><ahref="#cb1-26" aria-hidden="true" tabindex="-1"></a>This generally means you'll need to edit a <spanclass="in">`.qmd`</span> file. </span>
<spanid="cb1-29"><ahref="#cb1-29" aria-hidden="true" tabindex="-1"></a>If you want to make a bigger change, it's a good idea to first file an issue and make sure someone from the development team agrees that it’s needed. </span>
<spanid="cb1-31"><ahref="#cb1-31" aria-hidden="true" tabindex="-1"></a>If you want to make a bigger change, it's a good idea to first file an issue and make sure someone from the development team agrees that it’s needed. </span>
<spanid="cb1-33"><ahref="#cb1-33" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Fork the package and clone onto your computer. If you haven't done this before, we recommend using <spanclass="in">`usethis::create_from_github("d-morrison/rme", fork = TRUE)`</span>.</span>
<spanid="cb1-35"><ahref="#cb1-35" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Install all development dependencies with <spanclass="in">`devtools::install_dev_deps()`</span>. Make sure you can build the book by running <spanclass="in">`quarto render`</span> in a Terminal.</span>
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<spanid="cb1-35"><ahref="#cb1-35" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Fork the package and clone onto your computer. If you haven't done this before, we recommend using <spanclass="in">`usethis::create_from_github("d-morrison/rme", fork = TRUE)`</span>.</span>
<spanid="cb1-37"><ahref="#cb1-37" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Create a Git branch for your pull request (PR). </span>
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<spanid="cb1-38"><ahref="#cb1-38" aria-hidden="true" tabindex="-1"></a>We recommend using <spanclass="in">`usethis::pr_init("brief-description-of-change")`</span>. </span>
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<spanid="cb1-39"><ahref="#cb1-39" aria-hidden="true" tabindex="-1"></a>Details at <spanclass="ot"><https://usethis.r-lib.org/articles/pr-functions.html></span></span>
<spanid="cb1-41"><ahref="#cb1-41" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Make your changes, commit to git, and then create a PR by running <spanclass="in">`usethis::pr_push()`</span>, and following the prompts in your browser.</span>
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<spanid="cb1-42"><ahref="#cb1-42" aria-hidden="true" tabindex="-1"></a> The title of your PR should briefly describe the change.</span>
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<spanid="cb1-43"><ahref="#cb1-43" aria-hidden="true" tabindex="-1"></a>The body of your PR should contain<spanclass="in">`Fixes #issue-number`</span>.</span>
<spanid="cb1-45"><ahref="#cb1-45" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Add a bullet to the top of <spanclass="in">`NEWS.md`</span> (i.e. just below the first header). Follow the style described in <spanclass="ot"><https://style.tidyverse.org/news.html></span>.</span>
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<spanid="cb1-37"><ahref="#cb1-37" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Install all development dependencies with <spanclass="in">`devtools::install_dev_deps()`</span>. Make sure you can build the book by running <spanclass="in">`quarto render`</span> in a Terminal.</span>
<spanid="cb1-39"><ahref="#cb1-39" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Create a Git branch for your pull request (PR). </span>
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<spanid="cb1-40"><ahref="#cb1-40" aria-hidden="true" tabindex="-1"></a>We recommend using <spanclass="in">`usethis::pr_init("brief-description-of-change")`</span>. </span>
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<spanid="cb1-41"><ahref="#cb1-41" aria-hidden="true" tabindex="-1"></a>Details at <spanclass="ot"><https://usethis.r-lib.org/articles/pr-functions.html></span></span>
<spanid="cb1-43"><ahref="#cb1-43" aria-hidden="true" tabindex="-1"></a><spanclass="ss">*</span>Make your changes, commit to git, and then create a PR by running<spanclass="in">`usethis::pr_push()`</span>, and following the prompts in your browser.</span>
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<spanid="cb1-44"><ahref="#cb1-44" aria-hidden="true" tabindex="-1"></a> The title of your PR should briefly describe the change.</span>
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<spanid="cb1-45"><ahref="#cb1-45" aria-hidden="true" tabindex="-1"></a> The body of your PR should contain <spanclass="in">`Fixes #issue-number`</span>.</span>
<spanid="cb1-47"><ahref="#cb1-47" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>Add a bullet to the top of <spanclass="in">`NEWS.md`</span> (i.e. just below the first header). Follow the style described in <spanclass="ot"><https://style.tidyverse.org/news.html></span>.</span>
<spanid="cb1-49"><ahref="#cb1-49" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>New code should follow the tidyverse <spanclass="co">[</span><spanclass="ot">style guide</span><spanclass="co">](https://style.tidyverse.org)</span>. </span>
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<spanid="cb1-50"><ahref="#cb1-50" aria-hidden="true" tabindex="-1"></a> You can use the <spanclass="co">[</span><spanclass="ot">styler</span><spanclass="co">](https://CRAN.R-project.org/package=styler)</span> package to apply these styles, but please don't restyle code that has nothing to do with your PR. </span>
<spanid="cb1-51"><ahref="#cb1-51" aria-hidden="true" tabindex="-1"></a><spanclass="ss">* </span>New code should follow the tidyverse <spanclass="co">[</span><spanclass="ot">style guide</span><spanclass="co">](https://style.tidyverse.org)</span>. </span>
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<spanid="cb1-52"><ahref="#cb1-52" aria-hidden="true" tabindex="-1"></a> You can use the <spanclass="co">[</span><spanclass="ot">styler</span><spanclass="co">](https://CRAN.R-project.org/package=styler)</span> package to apply these styles, but please don't restyle code that has nothing to do with your PR. </span>
<spanid="cb1-54"><ahref="#cb1-54" aria-hidden="true" tabindex="-1"></a>Please note that the <spanclass="in">`rme`</span> project is released with a</span>
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<spanid="cb1-55"><ahref="#cb1-55" aria-hidden="true" tabindex="-1"></a><spanclass="co">[</span><spanclass="ot">Contributor Code of Conduct</span><spanclass="co">](CODE_OF_CONDUCT.md)</span>. By contributing to this</span>
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<spanid="cb1-56"><ahref="#cb1-56" aria-hidden="true" tabindex="-1"></a>project you agree to abide by its terms.</span>
<spanid="cb1-56"><ahref="#cb1-56" aria-hidden="true" tabindex="-1"></a>Please note that the <spanclass="in">`rme`</span> project is released with a</span>
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<spanid="cb1-57"><ahref="#cb1-57" aria-hidden="true" tabindex="-1"></a><spanclass="co">[</span><spanclass="ot">Contributor Code of Conduct</span><spanclass="co">](CODE_OF_CONDUCT.md)</span>. By contributing to this</span>
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<spanid="cb1-58"><ahref="#cb1-58" aria-hidden="true" tabindex="-1"></a>project you agree to abide by its terms.</span>
<spanid="cb1-60"><ahref="#cb1-60" aria-hidden="true" tabindex="-1"></a>For a detailed discussion on contributing to this and other projects, </span>
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<spanid="cb1-61"><ahref="#cb1-61" aria-hidden="true" tabindex="-1"></a>please see the <spanclass="co">[</span><spanclass="ot">Tidyverse development contributing guide</span><spanclass="co">](https://rstd.io/tidy-contrib)</span></span>
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<spanid="cb1-62"><ahref="#cb1-62" aria-hidden="true" tabindex="-1"></a>and the <spanclass="co">[</span><spanclass="ot">Tidyverse code review principles</span><spanclass="co">](https://code-review.tidyverse.org/)</span>. </span>
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<spanid="cb1-63"><ahref="#cb1-63" aria-hidden="true" tabindex="-1"></a>This project is not part of the tidyverse, but we have borrowed their development processes.</span></code><buttontitle="Copy to Clipboard" class="code-copy-button"><iclass="bi"></i></button></pre></div>
<spanid="cb1-62"><ahref="#cb1-62" aria-hidden="true" tabindex="-1"></a>For a detailed discussion on contributing to this and other projects, </span>
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<spanid="cb1-63"><ahref="#cb1-63" aria-hidden="true" tabindex="-1"></a>please see the <spanclass="co">[</span><spanclass="ot">Tidyverse development contributing guide</span><spanclass="co">](https://rstd.io/tidy-contrib)</span></span>
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<spanid="cb1-64"><ahref="#cb1-64" aria-hidden="true" tabindex="-1"></a>and the <spanclass="co">[</span><spanclass="ot">Tidyverse code review principles</span><spanclass="co">](https://code-review.tidyverse.org/)</span>. </span>
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<spanid="cb1-65"><ahref="#cb1-65" aria-hidden="true" tabindex="-1"></a>This project is not part of the tidyverse, but we have borrowed their development processes.</span></code><buttontitle="Copy to Clipboard" class="code-copy-button"><iclass="bi"></i></button></pre></div>
<span><span class="co">#> protein 0.6607</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<span><span class="co">#> protein 0.9441</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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