No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Latest commit d9a1e3a Oct 23, 2018
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
data Files for probabilisticprogramming Aug 16, 2018
driving_fatalities Files for probabilisticprogramming Aug 16, 2018
notebooks rugby analytics Aug 17, 2018
src Adding pyro examples Oct 23, 2018
README.md Adding readme link Aug 16, 2018
pymc3_course.yml Files for probabilisticprogramming Aug 16, 2018
requirements.txt removing pygpu Aug 17, 2018

README.md

Syllabus

Binder

  • Introduction to PyMC3
  • What is MCMC and why should I care
    1. Why MCMC is needed
    2. A quick discussion of the difference between NUTS and M-H
    3. What is Metropolis-Hastings?
    4. What is NUTS

!Link to course

  • Note: Data is fake data however it's inspired by some work done on a PPC campaign in the past.