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‎fd01_setup-and-python-fundamentals.html‎

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<h1 id="Lecture-1:-Python-setup-and-fundamentals"><center>Lecture 1: Python setup and fundamentals</center><a class="anchor-link" href="#Lecture-1:-Python-setup-and-fundamentals"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Python-setup-and-fundamentals"><center>Python setup and fundamentals</center><a class="anchor-link" href="#Python-setup-and-fundamentals"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd02_data-structures-idiomatic-python.html‎

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<h1 id="Lecture-2:-Data-structures-and-idiomatic-Python"><center>Lecture 2: Data structures and idiomatic Python</center><a class="anchor-link" href="#Lecture-2:-Data-structures-and-idiomatic-Python"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Data-structures-and-idiomatic-Python"><center>Data structures and idiomatic Python</center><a class="anchor-link" href="#Data-structures-and-idiomatic-Python"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd03_functions-modules-program-structure.html‎

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<h1 id="Lecture-3:-Functions,-modules,-and-program-structure"><center>Lecture 3: Functions, modules, and program structure</center><a class="anchor-link" href="#Lecture-3:-Functions,-modules,-and-program-structure"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Functions,-modules,-and-program-structure"><center>Functions, modules, and program structure</center><a class="anchor-link" href="#Functions,-modules,-and-program-structure"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd04_performance-testing-and-style.html‎

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<h1 id="Lecture-4:-Performance,-testing,-and-style"><center>Lecture 4: Performance, testing, and style</center><a class="anchor-link" href="#Lecture-4:-Performance,-testing,-and-style"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Performance,-testing,-and-style"><center>Performance, testing, and style</center><a class="anchor-link" href="#Performance,-testing,-and-style"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd05_git-github-research-toolchain.html‎

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<h1 id="Lecture-5:-Git,-GitHub,-and-the-research-toolchain"><center>Lecture 5: Git, GitHub, and the research toolchain</center><a class="anchor-link" href="#Lecture-5:-Git,-GitHub,-and-the-research-toolchain"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-bash-code-examples"><center>With bash code examples</center><a class="anchor-link" href="#With-bash-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Git,-GitHub,-and-the-research-toolchain"><center>Git, GitHub, and the research toolchain</center><a class="anchor-link" href="#Git,-GitHub,-and-the-research-toolchain"></a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)"></a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"></a></h2><h4 id="With-bash-code-examples"><center>With bash code examples</center><a class="anchor-link" href="#With-bash-code-examples"></a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd06_pandas-dataframes-and-transformation.html‎

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<h1 id="Lecture-6:-pandas:-DataFrames,-transformation,-and-visualization"><center>Lecture 6: pandas: DataFrames, transformation, and visualization</center><a class="anchor-link" href="#Lecture-6:-pandas:-DataFrames,-transformation,-and-visualization">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="pandas:-DataFrames,-transformation,-and-visualization"><center>pandas: DataFrames, transformation, and visualization</center><a class="anchor-link" href="#pandas:-DataFrames,-transformation,-and-visualization">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd07_acquiring-data-and-reproducible-research.html‎

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<h1 id="Lecture-7:-Data-acquisition-and-reproducible-research"><center>Lecture 7: Data acquisition and reproducible research</center><a class="anchor-link" href="#Lecture-7:-Data-acquisition-and-reproducible-research">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="Data-acquisition-and-reproducible-research"><center>Data acquisition and reproducible research</center><a class="anchor-link" href="#Data-acquisition-and-reproducible-research">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
75207520
<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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‎fd08_numpy-vectorization-and-simulation.html‎

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<h1 id="Lecture-8:-NumPy:-arrays,-vectorization,-and-simulation"><center>Lecture 8: NumPy: arrays, vectorization, and simulation</center><a class="anchor-link" href="#Lecture-8:-NumPy:-arrays,-vectorization,-and-simulation">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
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<h1 id="NumPy:-arrays,-vectorization,-and-simulation"><center>NumPy: arrays, vectorization, and simulation</center><a class="anchor-link" href="#NumPy:-arrays,-vectorization,-and-simulation">¶</a></h1><h3 id="Alfred-Galichon-(NYU)"><center>Alfred Galichon (NYU)</center><a class="anchor-link" href="#Alfred-Galichon-(NYU)">¶</a></h3><h2 id="'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python"><center>'math+econ+code' masterclass series: fundamentals of research in python</center><a class="anchor-link" href="#'math+econ+code'-masterclass-series:-fundamentals-of-research-in-python">¶</a></h2><h4 id="With-python-code-examples"><center>With python code examples</center><a class="anchor-link" href="#With-python-code-examples">¶</a></h4><p>© 2018–2026 by Alfred Galichon. Past and present support from NSF grant DMS-1716489, ERC grant CoG-866274 are acknowledged, as well as inputs from contributors listed <a href="http://www.math-econ-code.org/team">here</a>.</p>
75207520
<p><strong>If you reuse material from this masterclass, please cite as:</strong><br/>
75217521
Alfred Galichon, 'math+econ+code' masterclass series. <a href="https://www.math-econ-code.org/">https://www.math-econ-code.org/</a></p>
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</div>

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