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README.md

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# Tutorial on performance estimation problems
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> [!IMPORTANT]
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> Course website:
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> **https://performanceestimation.github.io/Tutorial-SMAI-MODE/**
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**SMAI-MODE:** https://mode2026.sciencesconf.org/
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**Dates:** starts March 16th, 2026 at 2pm, ends March 17th, 2026 at 6pm.

index.html

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@@ -93,64 +93,14 @@ <h2>Lecturers</h2>
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</article>
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</section>
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<section class="section card">
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<h2>GitHub projects</h2>
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<ul class="github-list">
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star PEPit</strong>
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<a href="https://github.com/PerformanceEstimation/PEPit">
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github.com/PerformanceEstimation/PEPit
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=PerformanceEstimation&repo=PEPit&type=star&count=true"
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width="120"
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height="20"
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title="Star PEPit on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star the tutorial</strong>
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE">
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github.com/PerformanceEstimation/Tutorial-SMAI-MODE
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=PerformanceEstimation&repo=Tutorial-SMAI-MODE&type=star&count=true"
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width="120"
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height="20"
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title="Star Tutorial-SMAI-MODE on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star the UI</strong>
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<a href="https://github.com/dzngo/pepit_ui">
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github.com/dzngo/pepit_ui
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=dzngo&repo=pepit_ui&type=star&count=true"
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width="120"
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height="20"
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title="Star pepit_ui on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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</ul>
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</section>
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<section class="section" id="outline">
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<div class="section-heading">
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<p class="eyebrow">Outline</p>
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<h2>Schedule and starter material</h2>
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<h2>Schedule and course material</h2>
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<p>
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The course is organized across three main teaching blocks. Starter
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notebooks open directly in Colab.
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notebooks open directly in Colab, and the full notebooks remain
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available on GitHub.
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</p>
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</div>
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Extras:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/PEPit_demo_extracting_a_proof.ipynb">
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proof extraction
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</a>,
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/PEPit_demo_extract_worst_case_examples_session1.ipynb">
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worst-case examples
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</a>
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on GitHub.
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</p>
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</article>
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<article class="session-card">
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Full notebook:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%202%20-%20Structured%20algorithm%20certification/Compact%20algorithm%20certification.ipynb">
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compact algorithm certification
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</a>.
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</p>
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</article>
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<article class="session-card">
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Full notebook:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%203%20-%20Algorithm%20design/Algorithm%20design.ipynb">
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algorithm design
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</a>.
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</p>
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</article>
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</div>
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</section>
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<section class="section card">
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<h2>GitHub projects</h2>
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<ul class="github-list">
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star PEPit</strong>
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<a href="https://github.com/PerformanceEstimation/PEPit">
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github.com/PerformanceEstimation/PEPit
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=PerformanceEstimation&repo=PEPit&type=star&count=true"
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width="120"
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height="20"
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title="Star PEPit on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star the tutorial</strong>
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE">
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github.com/PerformanceEstimation/Tutorial-SMAI-MODE
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=PerformanceEstimation&repo=Tutorial-SMAI-MODE&type=star&count=true"
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width="120"
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height="20"
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title="Star Tutorial-SMAI-MODE on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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<li class="github-entry">
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<div class="github-meta">
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<strong>Star the UI</strong>
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<a href="https://github.com/dzngo/pepit_ui">
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github.com/dzngo/pepit_ui
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</a>
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</div>
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<iframe
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src="https://ghbtns.com/github-btn.html?user=dzngo&repo=pepit_ui&type=star&count=true"
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width="120"
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height="20"
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title="Star pepit_ui on GitHub"
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class="github-button-frame"
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></iframe>
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</li>
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</ul>
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</section>
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<section class="section card">
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<h2>Context and references</h2>
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<p>
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</ul>
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</section>
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<section class="section" id="sessions">
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<div class="section-heading">
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<p class="eyebrow">Course material</p>
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<h2>Sessions</h2>
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<p>
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Links marked "Coming soon" can be activated later by replacing the
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placeholder or uncommenting one of the templates at the bottom of
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this file.
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</p>
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</div>
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<div class="session-grid">
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<article class="session-card">
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<p class="session-label">Opening session</p>
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<h3>Part 0 - Introduction</h3>
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<p>Overview of the tutorial and the main performance estimation perspective.</p>
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<div class="resource-group">
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<a class="resource-link" href="./Part%200%20-%20Introduction/TutoPart0.pdf">
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Lecture slides
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</a>
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<span class="resource-link resource-link-muted">Lab not scheduled</span>
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</div>
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</article>
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<article class="session-card">
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<p class="session-label">Session 1</p>
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<h3>Part 1 - PEPs and fundamental proof structures</h3>
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<p>Core lecture material together with the first hands-on notebooks.</p>
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<div class="resource-group">
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<a
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class="resource-link"
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href="./Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/TutoPart1.pdf"
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>
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Lecture slides
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</a>
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<a
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class="resource-link"
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href="https://colab.research.google.com/github/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/PEPit_demo_extract_worst_case_examples_session1_init_student_version.ipynb"
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>
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Extras:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/PEPit_demo_extracting_a_proof.ipynb">
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proof extraction
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</a>,
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%201%20-%20PEPs%20and%20fundamental%20proof%20structures/PEPit_demo_extract_worst_case_examples_session1.ipynb">
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worst-case examples
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</a>
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on GitHub.
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</p>
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</article>
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<article class="session-card">
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<p class="session-label">Session 2</p>
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<h3>Part 2 - Structured algorithm certification</h3>
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<p>Notebook-based lab focused on compact certification workflows.</p>
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<div class="resource-group">
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<span class="resource-link resource-link-muted">Lecture slides coming soon</span>
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<a
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class="resource-link"
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href="https://colab.research.google.com/github/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%202%20-%20Structured%20algorithm%20certification/Compact%20algorithm%20certification_init_version.ipynb"
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>
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Full notebook:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%202%20-%20Structured%20algorithm%20certification/Compact%20algorithm%20certification.ipynb">
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compact algorithm certification
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</a>.
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</p>
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</article>
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<article class="session-card">
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<p class="session-label">Session 3</p>
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<h3>Part 3 - Algorithm design</h3>
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<p>Hands-on material dedicated to algorithm design with PEP-based tools.</p>
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<div class="resource-group">
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<span class="resource-link resource-link-muted">Lecture slides coming soon</span>
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<a
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class="resource-link"
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href="https://colab.research.google.com/github/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%203%20-%20Algorithm%20design/Algorithm%20design_init_version.ipynb"
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>
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Init notebook in Colab
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</a>
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</div>
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<p class="subresources">
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Full notebook:
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<a href="https://github.com/PerformanceEstimation/Tutorial-SMAI-MODE/blob/main/Part%203%20-%20Algorithm%20design/Algorithm%20design.ipynb">
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algorithm design
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</a>.
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</p>
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</article>
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</div>
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</section>
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<section class="section card funding">
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<div class="section-heading">
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<p class="eyebrow">Acknowledgments</p>

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