Issues

• Decouple from dowhy internals & adopt new econml/dowhy features (follow-up to #338)

  py-why/causaltune#339 · Filter by author ZmeiGorynych opened on Jul 6, 2026

• We should require flaml[blendsearch] instead of just flaml, and also install catboost

  bug
  py-why/causaltune#329 · Filter by author EgorKraevTransferwise opened on Nov 29, 2024

• Add a ranking-based score for ITE problems

  enhancement
  py-why/causaltune#324 · Filter by author EgorKraevTransferwise opened on Sep 20, 2024

• Speed up calculation of energy score

  enhancement
  py-why/causaltune#323 · Filter by author EgorKraevTransferwise opened on Sep 12, 2024

• Update to latest versions of DoWhy and EconML

  enhancement
  py-why/causaltune#322 · Filter by author EgorKraevTransferwise opened on Sep 12, 2024
  1

• Add tests for mac, solve lightgbm install for mac

  enhancement
  py-why/causaltune#319 · Filter by author EgorKraevTransferwise opened on Sep 10, 2024

• Don't force a time budget at all, and use default n_samples

  enhancement
  py-why/causaltune#318 · Filter by author ZmeiGorynych opened on Sep 9, 2024

• Correctly handle weights if they are passed to the fit() method of an outcome function

  bug
  py-why/causaltune#316 · Filter by author ZmeiGorynych opened on Sep 9, 2024

• Enable early stopping (and maybe direct categorical feature handling?) in XGBoost etc estimators used for outcome function

  enhancement
  py-why/causaltune#315 · Filter by author ZmeiGorynych opened on Sep 9, 2024

• Stop saving copies of the dataset in fitted estimators

  enhancement
  py-why/causaltune#218 · Filter by author EgorKraevTransferwise opened on Dec 6, 2022

• Experiment with different propensity functions for the confounded CATE case with synthetic data

  enhancement
  py-why/causaltune#215 · Filter by author ZmeiGorynych opened on Dec 2, 2022

• Add other scores besides energy_distance to the multitreatment case

  bug
  py-why/causaltune#213 · Filter by author EgorKraevTransferwise opened on Nov 29, 2022

• Make TransformedOutcome model support multivalue treatments

  bug
  py-why/causaltune#212 · Filter by author EgorKraevTransferwise opened on Nov 29, 2022

• Create synthetic datasets reproducing the structure of our real production ones

  enhancement
  py-why/causaltune#173 · Filter by author EgorKraevTransferwise opened on Aug 23, 2022

• Independence test-based score for IV models

  enhancement
  py-why/causaltune#172 · Filter by author EgorKraevTransferwise opened on Aug 23, 2022

• Add confidence intervals to at least ERUPT, ideally all other supported metrics

  enhancement
  py-why/causaltune#114 · Filter by author EgorKraevTransferwise opened on Apr 30, 2022

• Test whether the random W feature is still necessary for DoWhy graph construction

  enhancement
  py-why/causaltune#111 · Filter by author EgorKraevTransferwise opened on Apr 27, 2022

• Cache fitted component models for reuse in different estimator fits

  enhancement
  py-why/causaltune#98 · Filter by author EgorKraevTransferwise opened on Apr 13, 2022

• Fix the annoying Pandas warnings

  bugP1
  py-why/causaltune#92 · Filter by author EgorKraevTransferwise opened on Apr 7, 2022
  

• Inference stage 2: post-fit, make it easy to re-run selected estimators with inference turned on

  enhancement
  py-why/causaltune#55 · Filter by author EgorKraevTransferwise opened on Mar 19, 2022

• Gracefully handle 'inference' setting: stage 1, explicitly set inference=False in all model configs

  enhancement
  py-why/causaltune#54 · Filter by author EgorKraevTransferwise opened on Mar 19, 2022

• Option to save best scores dict and model file (per estimator type) to disk

  enhancement
  py-why/causaltune#27 · Filter by author EgorKraevTransferwise opened on Mar 4, 2022