~/talk

Prepare yourself against Zombie epidemic

Talkat RubyKaigi 2015 · 2015-12-11..12-13· [ruby, data-science]
slides:none on file

Uses an agent-based model implemented in minimal Ruby on a 2D grid with four-direction neighborhoods to simulate a 100-day loop of individuals. Agents hold S→I→Z→X states with an incubation example of two days from infected to zombie, simple actions (work, stay, fight), and stochastic bite probability. Validation checks include an all-susceptible baseline and SI-theory convergence; calibration varies unknown parameters to match observed outputs. Shows quarantine walls and increased fighting ability as tested interventions and links code on GitHub.

AI-written summary · about

  1. 0:00Start
  2. 5:00Environment
  3. 6:50Define an Agent
  4. 12:38State Transition Machine
  5. 16:02Validation and Calibration
  6. 16:26Validation Test
  7. 19:09Live Demo
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