grf-labs/policytree

Issues

• Ensure policy tree leaf nodes have minimum sample size per treatment group (balance)

  #161 opened a year ago by gabriel-ruiz
  4

• Consider replacing `testthat` with `tinytest`

  #61 opened a year ago by erikcs
  1

• Including variable labels in the policy tree visualization

  #159 opened 2 years ago by njawadekar
  1

• Suggestion: keep track of utility of assigning all units each treatment outside of "level_one_learning"

  #146 opened 2 years ago by beniaminogreen
  32

• Hybrid policy tree prints different leaf labels than predicted leaf labels

  #148 opened 2 years ago by jarkki
  4

• Policy tree - double robust scores and rewards

  #149 opened 2 years ago by njawadekar
  3

• Evaluating a policy tree in an observational setting

  #142 opened 2 years ago by njawadekar
  2

• Best practices on size of random training subset for policytree

  #141 opened 2 years ago by njawadekar
  1

• Can policy_tree handle missing values in covariate space (X)?

  #139 opened 2 years ago by njawadekar
  1

• DR scores outside of 0-1 for binary outcomes

  #138 opened 2 years ago by jkortner
  1

• Add `double_robust_scores` invariance test

  #117 opened 2 years ago by erikcs
  0

• Recommended heuristic for integrating "policy tree" with "honest causal forest"

  #124 opened 3 years ago by njawadekar
  2

• Add a greedy/hybrid tree search option

  #94 opened 3 years ago by erikcs
  19

• Policy tree deeper than 3

  #85 opened 3 years ago by ZhiyLiu
  2

• Optimal policy based on a subset of variables leads to greater benefit

  #103 opened 3 years ago by hhsievertsen
  2

• Deprecate one vs all `multi_causal_forest` in favor of new GRF estimator

  #67 opened 3 years ago by erikcs
  4

• Improve the documentation around runtime

  #95 opened 3 years ago by erikcs
  0

• Constrained optimal policy

  #93 opened 3 years ago by hhsievertsen
  2

• Measure of optimal policy "stability"

  #87 opened 3 years ago by hhsievertsen
  2

• Add `repopulate_leaves` functionality

  #81 opened 3 years ago by erikcs
  0

• Dummy variables ignored for split.step > 1

  #55 opened 3 years ago by MCKnaus
  7

• Question: would double_robust_scores() and grf::instrumental_forest() work if one has continuous or multiple instruments

  #75 opened 3 years ago by if-sudo
  2

• Replace regression_forest with probability_forest

  #48 opened 4 years ago by erikcs
  1

• Compute double robust scores through grf

  #49 opened 4 years ago by erikcs
  1

• Stop policy_tree in R

  #58 opened 4 years ago by MCKnaus
  1

• Final leaf labels

  #57 opened 4 years ago by MCKnaus
  1

• Exporting graphs

  #56 opened 4 years ago by MCKnaus
  1

• policy_tree() can't scale to my data size but multi_causal_forest() can scale, can I just use argmax of multi-action treatment effect estimation as a good policy ?

  #46 opened 4 years ago by JunhaoWang
  2

• [JOSS] Community Guidelines

  #31 opened 4 years ago by nhejazi
  0

• [JOSS] Statement of Need

  #30 opened 4 years ago by nhejazi
  0

• Function double_robust_scores fails depending on treatment values

  #21 opened 4 years ago by halflearned
  0

• Streamline future CRAN submissions

  #17 opened 4 years ago by erikcs
  0

• Fix test case for approximate tree search

  #12 opened 4 years ago by kanodiaayush
  6

• Correct Pruning for k >= 2

  #8 opened 4 years ago by kanodiaayush
  0

• policy_tree crashes when depth=0

  #3 opened 4 years ago by halflearned
  0