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Home > Programming Throwdown > 165: Differential Equations


	Podcast:		Programming Throwdown
	Episode:		165: Differential Equations
	Category:		Education
	Duration:		01:16:43
	Publish Date:		2023-09-25 15:00:00
	Description:		Intro topic: Revisiting the power of Spreadsheets News/Links: LK-99 Isn’t a Superconductor https://www.nature.com/articles/d41586-023-02585-7 Normalizing Flows https://pyro.ai/examples/normalizing_flows_i.html How is llama.cpp possible? https://finbarr.ca/how-is-llama-cpp-possible/ Chat with open source large language models https://chat.lmsys.org/ Book of the Show Patrick: Math with Bad Drawings by Ben Orlin https://amzn.to/44dsgDz Jason: Overboard! https://play.google.com/store/apps/details?id=com.InkleLtd.Overboard Nhl=en_US&gl=US Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h Tool of the Show Patrick: ffmprovisr https://amiaopensource.github.io/ffmprovisr/ Jason: Pandas read_ods() read_excel() Topic: Differential Equations Why should programmers learn about DiffEq Law of Large Numbers What are differential equations? When you know the rate of change EigenVectors & EigenValues What is Jacobian What is Jacobian? \| The right way of thinking derivatives and integrals Special cases Partial Differential Equations Ordinary Differential Equations Why solvers are important Numerical Stability at larger step sizes Example: https://medium.com/@pukumarathe/eulers-method-and-runge-kutta-4th-order-method-in-python-b4a0068a8ebe Fun Examples Predator-Prey relationships in scipy https://scientific-python.readthedocs.io/en/latest/notebooks_rst/3_Ordinary_Differential_Equations/02_Examples/Lotka_Volterra_model.html Physics Engines for games https://youtu.be/52n2qKgwW_Q PageRank https://arxiv.org/pdf/2001.08973.pdf ★ Support this podcast on Patreon ★
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