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TODO.md

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  • refactor all treatment effects demos using PyMC5's do() operator
  • Update PyMC Version once this bug fix lands.
  • Add Bayesian updating demo for correlated features to Lecture 14
  • Add HMC path demo to Lecture 14 BONUS
  • Dig into discrepancy between urban/rural variances for correlated and uncorrelated feature models in Lecture 14
  • Find version of KosterLeckie dataset that has columns for wealth and association; update Lecture 15 notebook to include model fits to real data