Monday, June 14, 2021

06.01

Week 6, Day 1

  • Met with Roger and took notes regarding redesign of compositional design structure and "find closest world" counterfactual mechanism.
  • Finalized compositional design updates.
  • Decided to use Pythonic naming conventions going forward, and to update the existing codebase if needed towards the end of internship.
  • Updated the distribution prediction mechanism to consider each variable in the given dataset, rather than only the single most dependent (TBD: parameter specifying k-most dependent?)
  • Updated the distribution prediction mechanism to consider each variable in the given dataset, rather than only the most dependent (TBD: parameter specifying k-most dependent?)
  • Updated intervention code to find all backdoor blocking sets.
  • Started working on counterfactual implementation.