Simulating an epidemic
Skills:
AI Workflow Automation70%
Experiments with toy SIR models
Help fund future projects: https://www.patreon.com/3blue1brown
An equally valuable form of support is to simply share some of the videos.
Special thanks to these supporters: http://3b1b.co/sir-thanks
Home page: https://www.3blue1brown.com
Awesome fan-made interactives:
https://prajwalsouza.github.io/Experiments/Epidemic-Simulation.html
https://learningsim.itch.io/pandemic-spread-simulation
Simulations by Harry Stevens at the Washington Post:
https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
Simulations by Kevin Simler at Melting Asphalt:
https://meltingasphalt.com/interactive/outbreak/
Excellent visualization of each country's current growth from Minutephysics and Aatish Bhatia:
https://www.youtube.com/watch?v=54XLXg4fYsc
Another good interactive to see what effect various parameters have on the shape of the curve:
http://gabgoh.github.io/COVID/index.html
If you want to hear a mathematician/epidemiologist's summary of COVID-19, I found this MSRI talk very worthwhile:
https://youtu.be/MZ957qhzcjI
Marcel Salathé on Contact Tracing:
https://twitter.com/marcelsalathe/status/1242430736944201730
Thanks to these viewers for their contributions to translations
Hebrew: Omer Tuchfeld
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These animations are made using manim, a scrappy open-source python library: https://github.com/3b1b/manim
Code for this video:
https://github.com/3b1b/videos/blob/master/_2020/sir.py
Honestly, given that the code for that video is meant for demo purposes, and not meant to reflect the true data of COVID-19, if you want to apply these ideas to the current situation I'd recommend looking for more professional epidemiological modeling tools that are less centered around animations and pedagogy and more focused on accurate predictions. For example, the Institute for Disease Modeling has a lot of models free for people to look at and play with.
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Candlepower by Chris Zabriskie is li
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