0.11.0

What's Changed

• Reuse conditional average outcome estimates for X-Learner pseudo outcome by @kklein in #83
• Remove redundant benchmark condition. by @kklein in #85
• Use pixi task for notebook analysis. by @kklein in #87
• add support for sparse X by @apoorvalal in #86
• Add tests for index_matrix and index_vector by @kklein in #89
• Rename indices to mask. Closes issue #91 by @kyracho in #92

New Contributors

• @kyracho made their first contribution in #92

Full Changelog: 0.10.0...0.11.0

0.10.0

What's Changed

• Fix S-Learner's leakage by @kklein in #79
• Add predict_conditional_average_outcomes method to R-Learner by @kklein in #78

Full Changelog: 0.9.0...0.10.0

0.9.0

What's Changed

• Add survival analysis example by @FrancescMartiEscofetQC in #38
• Increase time limit grid search example by @FrancescMartiEscofetQC in #68
• Improve fit_all_nuisance and fit_all_treatment docstring by @FrancescMartiEscofetQC in #69
• Fixed propensity example by @FrancescMartiEscofetQC in #70
• Provide helper method to initiliaze a MetaLearner based on another MetaLearner by @kklein in #71
• Move fixed propensity model to utils. by @kklein in #72
• ONNX Interface by @FrancescMartiEscofetQC in #39
• Adapt CI trigger to run on PR from fork. by @kklein in #74
• add method to compute average treatment effects by @apoorvalal in #73
• Fix test class signature. by @kklein in #75
• Prepare release 0.9.0 by @kklein in #76

New Contributors

• @apoorvalal made their first contribution in #73

Full Changelog: 0.8.0...0.9.0

0.8.0

What's Changed

• Implement CrossFitEstimator.score by @FrancescMartiEscofetQC in #63
• Fix evaluate with not None feature_set by @FrancescMartiEscofetQC in #66
• Split fit in fit_all_nuisance and fit_all_treatment by @FrancescMartiEscofetQC in #64
• Improve memory usage of MetaLearnerGridSearch by @FrancescMartiEscofetQC in #62

Full Changelog: 0.7.0...0.8.0

0.7.0

What's Changed

• Fix index columns order for MetaLearnerGridSearch.results_ by @FrancescMartiEscofetQC in #58
• Fix LIME example numpy - pandas conversion by @FrancescMartiEscofetQC in #57
• Implement adaptive clipping switch by @FrancescMartiEscofetQC in #59
• Add errors in outcome validation and tests by @FrancescMartiEscofetQC in #60

Full Changelog: 0.6.0...0.7.0

0.6.0

What's Changed

• Add badges to readme and enable codecov by @kklein in #14
• Warn instead of raising an error if SLearner is given feature_set by @kklein in #16
• Fix typo in badge. by @kklein in #17
• Check for superset instead of set equality in _initialize_model_dict by @kklein in #15
• Fix typo in docs by @kklein in #18
• Link two terms from glossary. by @kklein in #19
• Fix optuna example by @FrancescMartiEscofetQC in #23
• Fix fit docs by @FrancescMartiEscofetQC in #25
• Improve docs by @FrancescMartiEscofetQC in #21
• Migrate to pixi by @kklein in #12
• Delete traces from migration to pixi by @FrancescMartiEscofetQC in #27
• Add mypy notebooks check by @FrancescMartiEscofetQC in #26
• Fix 'SLearner` feature set by @FrancescMartiEscofetQC in #20
• Add a development page to docs by @kklein in #28
• Remove LGBM verbosity from reuse example by @FrancescMartiEscofetQC in #29
• Enable Windows unit tests in CI by @kklein in #32
• Parametrize evaluate by @FrancescMartiEscofetQC in #8
• Expect explicit dimensions in reshaping by @kklein in #35
• Rename T to W in docs by @kklein in #36
• Update pixi lockfile by @quant-ranger in #37
• Increase lower bound on sklearn. by @kklein in #31
• Remove conda recipe. by @kklein in #41
• Add link to development section to readme by @FrancescMartiEscofetQC in #40
• Add a PyPI upload action by @kklein in #43
• Add value proposition and example to readme. by @kklein in #44
• Remove git_root from packaged modules by @kklein in #45
• Implement MetaLearnerGridSearch by @FrancescMartiEscofetQC in #9
• Use pixi for benchmarking. by @kklein in #46
• Fix score time by @FrancescMartiEscofetQC in #48
• Fix text in reuse example by @FrancescMartiEscofetQC in #50
• MetaLearnerGridSearch example by @FrancescMartiEscofetQC in #49
• Fix trigger of PyPI action by @kklein in #55
• PyPI action: Specify OIDC permissions and GitHub environment by @kklein in #56

New Contributors

• @quant-ranger made their first contribution in #37

Full Changelog: 0.4.1...0.6.0