0.13.0

What's Changed

• Update pixi lockfile by @quant-ranger in #98
• Fix flaky test. by Kevin Klein (@kklein) in #99
• Decouple run and development dependencies. by Kevin Klein (@kklein) in #102
• Lower-bound xgboost to newest release. by Kevin Klein (@kklein) in #103
• Remove code for legacy sklearn versions. by Kevin Klein (@kklein) in #104
• Migrate to mkdocs by thomasmarwitz in #81
• Use narwhals for DataFrame logic by Kevin Klein (@kklein) in #100
• Update pixi lockfile by @quant-ranger in #107
• Update pixi lockfile by @quant-ranger in #108
• Add workflow to compute OpenSSF scorecard by Uwe L. Korn (@xhochy) in #109
• [StepSecurity] ci: Harden GitHub Actions by StepSecurity Bot (@step-security-bot) in #111
• Add a Security Policy by Uwe L. Korn (@xhochy) in #112
• Update lock and add pins for onnx-related packages. by Kevin Klein (@kklein) in #114
• Migrate to hatchling by Kevin Klein (@kklein) in #117
• Fix dependabot configuration. by Kevin Klein (@kklein) in #118
• Bump the gh-actions group with 6 updates by Dependabot (@dependabot) in #119

New Contributors

• thomasmarwitz made their first contribution in #81
• Uwe L. Korn (@xhochy) made their first contribution in #109
• StepSecurity Bot (@step-security-bot) made their first contribution in #111
• Dependabot (@dependabot) made their first contribution in #119

Full Changelog: 0.12.0...0.13.0

0.12.0

What's Changed

• Fix order of arguments in readme's code snippet by Kevin Klein (@kklein) in #93
• Rename variable in reuse example. by Kevin Klein (@kklein) in #95
• Adapt import of check_X_y to comply with scikit-learn 1.6 by Kevin Klein (@kklein) in #96
• Update lock. by Kevin Klein (@kklein) in #97

Full Changelog: 0.11.0...0.12.0

0.11.0

What's Changed

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

New Contributors

• Kyra Cho (@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 Kevin Klein (@kklein) in #79
• Add predict_conditional_average_outcomes method to R-Learner by Kevin Klein (@kklein) in #78

Full Changelog: 0.9.0...0.10.0

0.9.0

What's Changed

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

New Contributors

• Apoorva Lal (@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 Francesc Martí Escofet (@FrancescMartiEscofetQC) in #63
• Fix evaluate with not None feature_set by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #66
• Split fit in fit_all_nuisance and fit_all_treatment by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #64
• Improve memory usage of MetaLearnerGridSearch by Francesc Martí Escofet (@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 Francesc Martí Escofet (@FrancescMartiEscofetQC) in #58
• Fix LIME example numpy - pandas conversion by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #57
• Implement adaptive clipping switch by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #59
• Add errors in outcome validation and tests by Francesc Martí Escofet (@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 Kevin Klein (@kklein) in #14
• Warn instead of raising an error if SLearner is given feature_set by Kevin Klein (@kklein) in #16
• Fix typo in badge. by Kevin Klein (@kklein) in #17
• Check for superset instead of set equality in _initialize_model_dict by Kevin Klein (@kklein) in #15
• Fix typo in docs by Kevin Klein (@kklein) in #18
• Link two terms from glossary. by Kevin Klein (@kklein) in #19
• Fix optuna example by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #23
• Fix fit docs by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #25
• Improve docs by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #21
• Migrate to pixi by Kevin Klein (@kklein) in #12
• Delete traces from migration to pixi by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #27
• Add mypy notebooks check by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #26
• Fix 'SLearner` feature set by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #20
• Add a development page to docs by Kevin Klein (@kklein) in #28
• Remove LGBM verbosity from reuse example by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #29
• Enable Windows unit tests in CI by Kevin Klein (@kklein) in #32
• Parametrize evaluate by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #8
• Expect explicit dimensions in reshaping by Kevin Klein (@kklein) in #35
• Rename T to W in docs by Kevin Klein (@kklein) in #36
• Update pixi lockfile by @quant-ranger in #37
• Increase lower bound on sklearn. by Kevin Klein (@kklein) in #31
• Remove conda recipe. by Kevin Klein (@kklein) in #41
• Add link to development section to readme by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #40
• Add a PyPI upload action by Kevin Klein (@kklein) in #43
• Add value proposition and example to readme. by Kevin Klein (@kklein) in #44
• Remove git_root from packaged modules by Kevin Klein (@kklein) in #45
• Implement MetaLearnerGridSearch by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #9
• Use pixi for benchmarking. by Kevin Klein (@kklein) in #46
• Fix score time by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #48
• Fix text in reuse example by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #50
• MetaLearnerGridSearch example by Francesc Martí Escofet (@FrancescMartiEscofetQC) in #49
• Fix trigger of PyPI action by Kevin Klein (@kklein) in #55
• PyPI action: Specify OIDC permissions and GitHub environment by Kevin Klein (@kklein) in #56

New Contributors

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

Full Changelog: 0.4.1...0.6.0