Intro topic: Revisiting the power of SpreadsheetsNews/Links:<ul>
<li>LK-99 Isn’t a Superconductor<ul><li><a href="https://www.nature.com/articles/d41586-023-02585-7">https://www.nature.com/articles/d41586-023-02585-7</a></li></ul>
</li>
<li>Normalizing Flows<ul><li><a href="https://pyro.ai/examples/normalizing_flows_i.html">https://pyro.ai/examples/normalizing_flows_i.html</a></li></ul>
</li>
<li>How is llama.cpp possible?<ul><li><a href="https://finbarr.ca/how-is-llama-cpp-possible/">https://finbarr.ca/how-is-llama-cpp-possible/</a></li></ul>
</li>
<li>Chat with open source large language models<ul><li>
<a href="https://chat.lmsys.org/">https://chat.lmsys.org/</a>
</li></ul>
</li>
</ul>Book of the Show<ul>
<li>Patrick: Math with Bad Drawings by Ben Orlin<ul><li><a href="https://amzn.to/44dsgDz">https://amzn.to/44dsgDz</a></li></ul>
</li>
<li>Jason: <ul><li>Overboard! <a href="https://play.google.com/store/apps/details?id=com.InkleLtd.Overboard&hl=en_US&gl=US">https://play.google.com/store/apps/details?id=com.InkleLtd.Overboard Nhl=en_US&gl=US</a> </li></ul>
</li>
</ul>Patreon Plug <a href="https://www.patreon.com/programmingthrowdown?ty=h">https://www.patreon.com/programmingthrowdown?ty=h</a>Tool of the Show<ul>
<li>Patrick: <ul><li>ffmprovisr <a href="https://amiaopensource.github.io/ffmprovisr/">https://amiaopensource.github.io/ffmprovisr/</a>
</li></ul>
</li>
<li>Jason:<ul><li>Pandas read_ods() read_excel()
</li></ul>
</li>
</ul>Topic: Differential Equations<ul>
<li>Why should programmers learn about DiffEq<ul><li>Law of Large Numbers</li></ul>
</li>
<li>What are differential equations?<ul>
<li>When you know the rate of change</li>
<li>EigenVectors & EigenValues</li>
<li>What is Jacobian <a href="https://youtu.be/wCZ1VEmVjVo">What is Jacobian? | The right way of thinking derivatives and integrals</a>
</li>
</ul>
</li>
<li>Special cases<ul>
<li>Partial Differential Equations</li>
<li>Ordinary Differential Equations</li>
</ul>
</li>
<li>Why solvers are important<ul>
<li>Numerical Stability at larger step sizes</li>
<li>Example: <a href="https://medium.com/@pukumarathe/eulers-method-and-runge-kutta-4th-order-method-in-python-b4a0068a8ebe">https://medium.com/@pukumarathe/eulers-method-and-runge-kutta-4th-order-method-in-python-b4a0068a8ebe</a> </li>
</ul>
</li>
<li>Fun Examples<ul>
<li>Predator-Prey relationships in scipy<ul><li>
<a href="https://scientific-python.readthedocs.io/en/latest/notebooks_rst/3_Ordinary_Differential_Equations/02_Examples/Lotka_Volterra_model.html">https://scientific-python.readthedocs.io/en/latest/notebooks_rst/3_Ordinary_Differential_Equations/02_Examples/Lotka_Volterra_model.html</a> </li></ul>
</li>
<li>Physics Engines for games<ul><li>
<a href="https://youtu.be/52n2qKgwW_Q">https://youtu.be/52n2qKgwW_Q</a> </li></ul>
</li>
<li>PageRank<ul><li>
<a href="https://arxiv.org/pdf/2001.08973.pdf">https://arxiv.org/pdf/2001.08973.pdf</a> 
</li></ul>
</li>
</ul>
</li>
</ul>

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