165: Differential Equations – Beragampengetahuan

Intro topic: Revisiting the power of Spreadsheets

News/Links:

• LK-99 Isn’t a Superconductor
• Normalizing Flows
• How is llama.cpp possible?
• Chat with open source large language models

Book of the Show

• Patrick: Math with Bad Drawings by Ben Orlin
• Jason: 
  • Overboard! Nhl=en_US&gl=US 

Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

Tool of the Show

• Patrick: 
  • 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:
• Fun Examples
  • Predator-Prey relationships in scipy
  • Physics Engines for games
  • PageRank

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#Differential #Equations