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165: Differential Equations
MP3•Episode home
Manage episode 377933477 series 2417399
Content provided by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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:
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
- Physics Engines for games
- PageRank
176 episodes
MP3•Episode home
Manage episode 377933477 series 2417399
Content provided by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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:
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
- Physics Engines for games
- PageRank
176 episodes
All episodes
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