1411 lines
40 KiB
HTML
1411 lines
40 KiB
HTML
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<!doctype html>
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<html lang="en" class="no-js">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width,initial-scale=1">
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<link rel="shortcut icon" href="assets/images/favicon.png">
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<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-6.2.8+insiders-1.17.0">
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<title>RAPIDS</title>
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<link rel="stylesheet" href="assets/stylesheets/main.10cb3b3f.min.css">
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<link rel="stylesheet" href="assets/stylesheets/palette.697e47cb.min.css">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
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<style>:root{--md-text-font-family:"Roboto",;--md-code-font-family:"Roboto Mono",}</style>
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<link rel="stylesheet" href="stylesheets/extra.css">
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</head>
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<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue">
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<script>var palette=JSON.parse(localStorage.getItem("__palette"));if(null!==palette&&"object"==typeof palette.color)for(var key in palette.color)document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
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<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
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<label class="md-overlay" for="__drawer"></label>
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<div data-md-component="skip">
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<a href="#welcome-to-rapids-documentation" class="md-skip">
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Skip to content
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</a>
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</div>
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<div data-md-component="announce">
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</div>
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<header class="md-header" data-md-component="header">
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<nav class="md-header__inner md-grid" aria-label="Header">
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<a href="." title="RAPIDS" class="md-header__button md-logo" aria-label="RAPIDS">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
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</a>
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<label class="md-header__button md-icon" for="__drawer">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
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</label>
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<div class="md-header__title" data-md-component="header-title">
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<div class="md-header__ellipsis">
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<div class="md-header__topic">
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<span class="md-ellipsis">
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RAPIDS
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</span>
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</div>
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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Home
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</span>
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</div>
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</div>
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</div>
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<div class="md-header__options">
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<button class="md-header__button md-icon" title="Switch to light mode" aria-label="Switch to light mode" data-md-option="palette" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 7H7a5 5 0 00-5 5 5 5 0 005 5h10a5 5 0 005-5 5 5 0 00-5-5m0 8a3 3 0 01-3-3 3 3 0 013-3 3 3 0 013 3 3 3 0 01-3 3z"/></svg>
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</button>
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<button class="md-header__button md-icon" title="Switch to dark mode" aria-label="Switch to dark mode" data-md-option="palette" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 012 2 2 2 0 01-2 2 2 2 0 01-2-2 2 2 0 012-2m10-3a5 5 0 015 5 5 5 0 01-5 5H7a5 5 0 01-5-5 5 5 0 015-5h10M7 9a3 3 0 00-3 3 3 3 0 003 3h10a3 3 0 003-3 3 3 0 00-3-3H7z"/></svg>
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</button>
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</div>
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<label class="md-header__button md-icon" for="__search">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
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</label>
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<div class="md-search" data-md-component="search" role="dialog">
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<label class="md-search__overlay" for="__search"></label>
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<div class="md-search__inner" role="search">
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<form class="md-search__form" name="search">
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<input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" data-md-state="active" required>
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<label class="md-search__icon md-icon" for="__search">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
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</label>
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<nav class="md-search__options" aria-label="Search">
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<button type="reset" class="md-search__icon md-icon" aria-label="Clear" data-md-component="search-reset" tabindex="-1">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
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</button>
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</nav>
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<div class="md-search__suggest" data-md-component="search-suggest"></div>
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</form>
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<div class="md-search__output">
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<div class="md-search__scrollwrap" data-md-scrollfix>
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<div class="md-search-result" data-md-component="search-result">
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<div class="md-search-result__meta">
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Initializing search
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</div>
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<ol class="md-search-result__list"></ol>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="md-header__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source">
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<div class="md-source__icon md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
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</div>
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<div class="md-source__repository">
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carissalow/rapids
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</div>
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</a>
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</div>
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</nav>
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</header>
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<div class="md-container" data-md-component="container">
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<main class="md-main" data-md-component="main">
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<div class="md-main__inner md-grid">
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<div class="md-sidebar md-sidebar--primary" data-md-component="navigation" >
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<div class="md-sidebar__scrollwrap">
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<div class="md-sidebar__inner">
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<label class="md-nav__title" for="__drawer">
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<a href="." title="RAPIDS" class="md-nav__button md-logo" aria-label="RAPIDS">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
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</a>
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RAPIDS
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</label>
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<div class="md-nav__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source">
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<div class="md-source__icon md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
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</div>
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<div class="md-source__repository">
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carissalow/rapids
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</div>
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</a>
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</div>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--active">
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<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
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<label class="md-nav__link md-nav__link--active" for="__toc">
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Home
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<span class="md-nav__icon md-icon"></span>
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</label>
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<a href="." class="md-nav__link md-nav__link--active">
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Home
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="#how-does-it-work" class="md-nav__link">
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How does it work?
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#what-are-the-benefits-of-using-rapids" class="md-nav__link">
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What are the benefits of using RAPIDS?
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#how-is-it-organized" class="md-nav__link">
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How is it organized?
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-2" type="checkbox" id="nav-2" >
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<label class="md-nav__link" for="nav-2">
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Setup
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Setup" data-md-level="1">
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<label class="md-nav__title" for="nav-2">
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<span class="md-nav__icon md-icon"></span>
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Setup
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="file-structure/" class="md-nav__link">
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File Structure
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</a>
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</li>
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<li class="md-nav__item">
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<a href="setup/installation/" class="md-nav__link">
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Installation
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</a>
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</li>
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<li class="md-nav__item">
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<a href="setup/configuration/" class="md-nav__link">
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Configuration
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</a>
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</li>
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<li class="md-nav__item">
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<a href="setup/execution/" class="md-nav__link">
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Execution
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-3" type="checkbox" id="nav-3" >
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<label class="md-nav__link" for="nav-3">
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Example Workflows
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Example Workflows" data-md-level="1">
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<label class="md-nav__title" for="nav-3">
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<span class="md-nav__icon md-icon"></span>
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Example Workflows
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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|
<a href="workflow-examples/minimal/" class="md-nav__link">
|
|
Minimal
|
|
</a>
|
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</li>
|
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|
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<li class="md-nav__item">
|
|
<a href="workflow-examples/analysis/" class="md-nav__link">
|
|
Analysis
|
|
</a>
|
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</li>
|
|
|
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|
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</ul>
|
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</nav>
|
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</li>
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<li class="md-nav__item md-nav__item--section md-nav__item--nested">
|
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4" type="checkbox" id="nav-4" >
|
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|
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|
|
<label class="md-nav__link" for="nav-4">
|
|
Behavioral Features
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
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|
|
<nav class="md-nav" aria-label="Behavioral Features" data-md-level="1">
|
|
<label class="md-nav__title" for="nav-4">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Behavioral Features
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
|
<a href="features/feature-introduction/" class="md-nav__link">
|
|
Introduction
|
|
</a>
|
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</li>
|
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<li class="md-nav__item md-nav__item--nested">
|
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<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4-2" type="checkbox" id="nav-4-2" >
|
|
|
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|
|
|
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|
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<label class="md-nav__link" for="nav-4-2">
|
|
Phone
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Phone" data-md-level="2">
|
|
<label class="md-nav__title" for="nav-4-2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Phone
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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|
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<li class="md-nav__item">
|
|
<a href="features/phone-accelerometer/" class="md-nav__link">
|
|
Phone Accelerometer
|
|
</a>
|
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</li>
|
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|
|
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|
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<li class="md-nav__item">
|
|
<a href="features/phone-activity-recognition/" class="md-nav__link">
|
|
Phone Activity Recognition
|
|
</a>
|
|
</li>
|
|
|
|
|
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|
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<li class="md-nav__item">
|
|
<a href="features/phone-applications-crashes/" class="md-nav__link">
|
|
Phone Applications Crashes
|
|
</a>
|
|
</li>
|
|
|
|
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|
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|
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<li class="md-nav__item">
|
|
<a href="features/phone-applications-foreground/" class="md-nav__link">
|
|
Phone Applications Foreground
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-applications-notifications/" class="md-nav__link">
|
|
Phone Applications Notifications
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-aware-log/" class="md-nav__link">
|
|
Phone Aware Log
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-battery/" class="md-nav__link">
|
|
Phone Battery
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-bluetooth/" class="md-nav__link">
|
|
Phone Bluetooth
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-calls/" class="md-nav__link">
|
|
Phone Calls
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
|
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|
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|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-conversation/" class="md-nav__link">
|
|
Phone Conversation
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-data-yield/" class="md-nav__link">
|
|
Phone Data Yield
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/phone-keyboard/" class="md-nav__link">
|
|
Phone Keyboard
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-light/" class="md-nav__link">
|
|
Phone Light
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-locations/" class="md-nav__link">
|
|
Phone Locations
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="features/phone-messages/" class="md-nav__link">
|
|
Phone Messages
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/phone-screen/" class="md-nav__link">
|
|
Phone Screen
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/phone-wifi-connected/" class="md-nav__link">
|
|
Phone WiFI Connected
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/phone-wifi-visible/" class="md-nav__link">
|
|
Phone WiFI Visible
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4-3" type="checkbox" id="nav-4-3" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="nav-4-3">
|
|
Fitbit
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Fitbit" data-md-level="2">
|
|
<label class="md-nav__title" for="nav-4-3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Fitbit
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-data-yield/" class="md-nav__link">
|
|
Fitbit Data Yield
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-heartrate-summary/" class="md-nav__link">
|
|
Fitbit Heart Rate Summary
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-heartrate-intraday/" class="md-nav__link">
|
|
Fitbit Heart Rate Intraday
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-sleep-summary/" class="md-nav__link">
|
|
Fitbit Sleep Summary
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-steps-summary/" class="md-nav__link">
|
|
Fitbit Steps Summary
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/fitbit-steps-intraday/" class="md-nav__link">
|
|
Fitbit Steps Intraday
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="features/add-new-features/" class="md-nav__link">
|
|
Add New Features
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-5" type="checkbox" id="nav-5" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="nav-5">
|
|
Visualizations
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Visualizations" data-md-level="1">
|
|
<label class="md-nav__title" for="nav-5">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Visualizations
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="visualizations/data-quality-visualizations/" class="md-nav__link">
|
|
Data Quality
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="visualizations/feature-visualizations/" class="md-nav__link">
|
|
Features
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-6" type="checkbox" id="nav-6" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="nav-6">
|
|
Developers
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Developers" data-md-level="1">
|
|
<label class="md-nav__title" for="nav-6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Developers
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/git-flow/" class="md-nav__link">
|
|
Git Flow
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/remote-support/" class="md-nav__link">
|
|
Remote Support
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/virtual-environments/" class="md-nav__link">
|
|
Virtual Environments
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/documentation/" class="md-nav__link">
|
|
Documentation
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/testing/" class="md-nav__link">
|
|
Testing
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="developers/test-cases/" class="md-nav__link">
|
|
Test cases
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-7" type="checkbox" id="nav-7" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="nav-7">
|
|
Others
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Others" data-md-level="1">
|
|
<label class="md-nav__title" for="nav-7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Others
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="migrating-from-old-versions/" class="md-nav__link">
|
|
Migrating from beta
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="code_of_conduct/" class="md-nav__link">
|
|
Code of Conduct
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="faq/" class="md-nav__link">
|
|
FAQ
|
|
</a>
|
|
</li>
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="team/" class="md-nav__link">
|
|
Team
|
|
</a>
|
|
</li>
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="change-log/" class="md-nav__link">
|
|
Change Log
|
|
</a>
|
|
</li>
|
|
|
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="citation/" class="md-nav__link">
|
|
Citation
|
|
</a>
|
|
</li>
|
|
|
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|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</div>
|
|
</div>
|
|
</div>
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<a href="https://github.com/carissalow/rapids/edit/master/docs/index.md" title="Edit this page" class="md-content__button md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
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<h1 id="welcome-to-rapids-documentation">Welcome to RAPIDS documentation<a class="headerlink" href="#welcome-to-rapids-documentation" title="Permanent link">¶</a></h1>
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<p>Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to <a href="features/feature-introduction/">extract</a> and <a href="features/add-new-features/">create</a> <strong>behavioral features</strong> (a.k.a. digital biomarkers), <a href="visualizations/data-quality-visualizations/">visualize</a> mobile sensor data and <a href="workflow-examples/analysis/">structure</a> your analysis into reproducible workflows.</p>
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<p>RAPIDS is open source, documented, modular, tested, and reproducible. At the moment we support smartphone data collected with <a href="https://awareframework.com/">AWARE</a> and wearable data from Fitbit devices.</p>
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<div class="admonition tip">
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<p class="admonition-title">Tip</p>
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<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M6 15a2 2 0 01-2 2 2 2 0 01-2-2 2 2 0 012-2h2v2m1 0a2 2 0 012-2 2 2 0 012 2v5a2 2 0 01-2 2 2 2 0 01-2-2v-5m2-8a2 2 0 01-2-2 2 2 0 012-2 2 2 0 012 2v2H9m0 1a2 2 0 012 2 2 2 0 01-2 2H4a2 2 0 01-2-2 2 2 0 012-2h5m8 2a2 2 0 012-2 2 2 0 012 2 2 2 0 01-2 2h-2v-2m-1 0a2 2 0 01-2 2 2 2 0 01-2-2V5a2 2 0 012-2 2 2 0 012 2v5m-2 8a2 2 0 012 2 2 2 0 01-2 2 2 2 0 01-2-2v-2h2m0-1a2 2 0 01-2-2 2 2 0 012-2h5a2 2 0 012 2 2 2 0 01-2 2h-5z"/></svg></span> Questions or feedback can be posted on the #rapids channel in AWARE Framework's <a href="http://awareframework.com:3000/">slack</a>. </p>
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<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 2A10 10 0 002 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0012 2z"/></svg></span> Bugs and feature requests should be posted on <a href="https://github.com/carissalow/rapids/issues">Github</a>. </p>
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<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M139.61 35.5a12 12 0 00-17 0L58.93 98.81l-22.7-22.12a12 12 0 00-17 0L3.53 92.41a12 12 0 000 17l47.59 47.4a12.78 12.78 0 0017.61 0l15.59-15.62L156.52 69a12.09 12.09 0 00.09-17zm0 159.19a12 12 0 00-17 0l-63.68 63.72-22.7-22.1a12 12 0 00-17 0L3.53 252a12 12 0 000 17L51 316.5a12.77 12.77 0 0017.6 0l15.7-15.69 72.2-72.22a12 12 0 00.09-16.9zM64 368c-26.49 0-48.59 21.5-48.59 48S37.53 464 64 464a48 48 0 000-96zm432 16H208a16 16 0 00-16 16v32a16 16 0 0016 16h288a16 16 0 0016-16v-32a16 16 0 00-16-16zm0-320H208a16 16 0 00-16 16v32a16 16 0 0016 16h288a16 16 0 0016-16V80a16 16 0 00-16-16zm0 160H208a16 16 0 00-16 16v32a16 16 0 0016 16h288a16 16 0 0016-16v-32a16 16 0 00-16-16z"/></svg></span> Join our discussions on our algorithms and assumptions for feature <a href="https://github.com/carissalow/rapids/issues?q=is%3Aissue+is%3Aopen+label%3Adiscussion">processing</a>.</p>
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<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z"/></svg></span> Ready to start? Go to <a href="setup/installation/">Installation</a>, then to <a href="setup/configuration/">Configuration</a>, and then to <a href="setup/execution/">Execution</a></p>
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<p><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M370.72 133.28C339.458 104.008 298.888 87.962 255.848 88c-77.458.068-144.328 53.178-162.791 126.85-1.344 5.363-6.122 9.15-11.651 9.15H24.103c-7.498 0-13.194-6.807-11.807-14.176C33.933 94.924 134.813 8 256 8c66.448 0 126.791 26.136 171.315 68.685L463.03 40.97C478.149 25.851 504 36.559 504 57.941V192c0 13.255-10.745 24-24 24H345.941c-21.382 0-32.09-25.851-16.971-40.971l41.75-41.749zM32 296h134.059c21.382 0 32.09 25.851 16.971 40.971l-41.75 41.75c31.262 29.273 71.835 45.319 114.876 45.28 77.418-.07 144.315-53.144 162.787-126.849 1.344-5.363 6.122-9.15 11.651-9.15h57.304c7.498 0 13.194 6.807 11.807 14.176C478.067 417.076 377.187 504 256 504c-66.448 0-126.791-26.136-171.315-68.685L48.97 471.03C33.851 486.149 8 475.441 8 454.059V320c0-13.255 10.745-24 24-24z"/></svg></span> Are you upgrading from RAPIDS <a href="https://rapidspitt.readthedocs.io/en/latest/">beta</a>? Follow this <a href="migrating-from-old-versions">guide</a></p>
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</div>
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<h2 id="how-does-it-work">How does it work?<a class="headerlink" href="#how-does-it-work" title="Permanent link">¶</a></h2>
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<p>RAPIDS is formed by R and Python scripts orchestrated by <a href="https://snakemake.readthedocs.io/en/stable/">Snakemake</a>. We suggest you read Snakemake’s docs but in short: every link in the analysis chain is atomic and has files as input and output. Behavioral features are processed per sensor and per participant.</p>
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<h2 id="what-are-the-benefits-of-using-rapids">What are the benefits of using RAPIDS?<a class="headerlink" href="#what-are-the-benefits-of-using-rapids" title="Permanent link">¶</a></h2>
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<ol>
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<li><strong>Consistent analysis</strong>. Every participant sensor dataset is analyzed in the exact same way and isolated from each other.</li>
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<li><strong>Efficient analysis</strong>. Every analysis step is executed only once. Whenever your data or configuration changes only the affected files are updated.</li>
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<li><strong>Parallel execution</strong>. Thanks to Snakemake, your analysis can be executed over multiple cores without changing your code.</li>
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<li><strong>Code-free features</strong>. Extract any of the behavioral features offered by RAPIDS without writing any code.</li>
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<li><strong>Extensible code</strong>. You can easily add your own behavioral features in R or Python, share them with the community, and keep authorship and citations.</li>
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<li><strong>Timezone aware</strong>. Your data is adjusted to the specified timezone (multiple timezones suport <em>coming soon</em>).</li>
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<li><strong>Flexible time segments</strong>. You can extract behavioral features on time windows of any length (e.g. 5 minutes, 3 hours, 2 days), on every day or particular days (e.g. weekends, Mondays, the 1<sup>st</sup> of each month, etc.) or around events of interest (e.g. surveys or clinical relapses).</li>
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<li><strong>Tested code</strong>. We are constantly adding tests to make sure our behavioral features are correct.</li>
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<li><strong>Reproducible code</strong>. If you structure your analysis within RAPIDS, you can be sure your code will run in other computers as intended thanks to R and Python virtual environments. You can share your analysis code along your publications without any overhead.</li>
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<li><strong>Private</strong>. All your data is processed locally.</li>
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</ol>
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<h2 id="how-is-it-organized">How is it organized?<a class="headerlink" href="#how-is-it-organized" title="Permanent link">¶</a></h2>
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<p>In broad terms the <code>config.yaml</code>, <a href="setup/configuration/#database-credentials"><code>.env</code> file</a>, <a href="setup/configuration/#participant-files">participants files</a>, and <a href="setup/configuration/#time-segments">time segment files</a> are the only ones that you will have to modify. All data is stored in <code>data/</code> and all scripts are stored in <code>src/</code>. For more information see RAPIDS’ <a href="file-structure/">File Structure</a>.</p>
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