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‎404.html

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<title data-rh="true">Page Not Found | CyclOps</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://vectorinstitute.github.io/cyclops/404.html"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docusaurus_tag" content="default"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docsearch:docusaurus_tag" content="default"><meta data-rh="true" property="og:title" content="Page Not Found | CyclOps"><link data-rh="true" rel="icon" href="/cyclops/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://vectorinstitute.github.io/cyclops/404.html"><link data-rh="true" rel="alternate" href="https://vectorinstitute.github.io/cyclops/404.html" hreflang="en"><link data-rh="true" rel="alternate" href="https://vectorinstitute.github.io/cyclops/404.html" hreflang="x-default"><link rel="alternate" type="application/rss+xml" href="/cyclops/blog/rss.xml" title="CyclOps RSS Feed">
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docusaurus-data-","data-");document.documentElement.setAttribute(a,e)}}catch(t){}}()</script><div id="__docusaurus"><div role="region" aria-label="Skip to main content"><a class="skipToContent_fXgn" href="#__docusaurus_skipToContent_fallback">Skip to main content</a></div><nav aria-label="Main" class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><button aria-label="Toggle navigation bar" aria-expanded="false" class="navbar__toggle clean-btn" type="button"><svg width="30" height="30" viewBox="0 0 30 30" aria-hidden="true"><path stroke="currentColor" stroke-linecap="round" stroke-miterlimit="10" stroke-width="2" d="M4 7h22M4 15h22M4 23h22"></path></svg></button><a class="navbar__brand" href="/cyclops/"><div class="navbar__logo"><img src="/cyclops/img/cyclops_logo-dark.png" alt="CyclOps Logo" class="themedComponent_mlkZ themedComponent--light_NVdE"><img src="/cyclops/img/cyclops_logo-dark.png" alt="CyclOps Logo" class="themedComponent_mlkZ themedComponent--dark_xIcU"></div><b class="navbar__title text--truncate"></b></a><a href="https://vectorinstitute.github.io/cyclops/api" target="_self" rel="noopener noreferrer" class="navbar__item navbar__link">API</a><a href="https://vectorinstitute.github.io/cyclops/api/tutorials" target="_self" rel="noopener noreferrer" class="navbar__item navbar__link">Tutorial</a><a class="navbar__item navbar__link" href="/cyclops/blog">Blog</a></div><div class="navbar__items navbar__items--right"><a href="https://github.com/VectorInstitute/cyclops" target="_blank" rel="noopener noreferrer" class="navbar__item navbar__link">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a><div class="navbarSearchContainer_Bca1"></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0"><main class="container margin-vert--xl"><div class="row"><div class="col col--6 col--offset-3"><h1 class="hero__title">Page Not Found</h1><p>We could not find what you were looking for.</p><p>Please contact the owner of the site that linked you to the original URL and let them know their link is broken.</p></div></div></main></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Docs</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://vectorinstitute.github.io/cyclops/api" target="_self" rel="noopener noreferrer" class="footer__link-item">API</a></li><li class="footer__item"><a href="https://vectorinstitute.github.io/cyclops/api/tutorials" target="_self" rel="noopener noreferrer" class="footer__link-item">Tutorial</a></li></ul></div><div class="col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/cyclops/blog">Blog</a></li><li class="footer__item"><a href="https://github.com/VectorInstitute/cyclops" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2023 CyclOps, built by AI Engineering @ Vector Institute</div></div></div></footer></div>

‎api/_sources/tutorials/kaggle/heart_failure_prediction.ipynb.txt

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"fairness_plot.show()"
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Performance over time\n",
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"\n",
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"We can monitor the change of performance metrics over time by leveraging historical reports. This involves using the `get_metrics_trends` function to gather prior metrics and merge them with recent results. We can specify which metrics and slices we wish to observe. Once the data is collected, we generate the plot using the `metrics_trends` method from the plotter, which can then be integrated into the report.\n",
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"Please note, for the purpose of this tutorial, we will create three dummy reports to demonstrate the process of plotting these metric trends."
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‎api/objects.inv

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‎api/searchindex.js

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‎api/tutorials.html

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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Task-Creation">Task Creation</a></li>
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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Training">Training</a></li>
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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Prediction">Prediction</a></li>
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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Evaluation">Evaluation</a><ul>
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<li class="toctree-l6"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Performance-over-time">Performance over time</a></li>
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</ul>
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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Evaluation">Evaluation</a></li>
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<li class="toctree-l5"><a class="reference internal" href="tutorials/kaggle/heart_failure_prediction.html#Report-Generation">Report Generation</a></li>
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‎api/tutorials/kaggle/heart_failure_prediction.html

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‎api/tutorials/kaggle/heart_failure_prediction.ipynb

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‎api/tutorials/kaggle/heart_failure_report_periodic.html

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‎api/tutorials/mimiciv/mortality_prediction.html

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‎api/tutorials/mimiciv/mortality_prediction.ipynb

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