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Releases: BiomedSciAI/causallib

v0.9.7

31 Jul 11:34
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Release v0.9.7
https://pypi.org/project/causallib/0.9.7/

What's Changed

  • Adjust for sklearn>=1.2 (and numpy>=2 and pandas) by @ehudkr in #72
  • Adjust Simulator to support pandas>=2 and networkx>= dependencies by @d-vct in #71
  • Update GitHub actions versions and support Python 3.12 testing by @ehudkr in #73

New Contributors

  • @d-vct made their first contribution in #71

Full Changelog: v0.9.6...v0.9.7

v0.9.6

25 Oct 10:16
d80e3ea
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Release v0.9.6
https://pypi.org/project/causallib/0.9.6/

What's Changed

  • Add **kwargs to covariate_imbalance_count_error by @mmdanziger in #64
  • Adjust for pandas>2 and networkx>3 dependencies by @ehudkr in #65
  • Test on Python 3.10 and 3.11 by @ehudkr in #65

Full Changelog: v0.9.5...v0.9.6

v0.9.5

22 Jun 12:43
a494221
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Release v0.9.5
https://pypi.org/project/causallib/0.9.5/

What's Changed

  • Count number of Imbalanced covariates metrics by @ehudkr in #59
  • sklearn scorer wrapper for propensity models by @ehudkr in #59
  • Align signature of causal metrics with **kwargs by @ehudkr in #59
  • Add a name to the time variable Series in NHEFS survival data by @ehudkr in #59

Full Changelog: v0.9.4...v0.9.5

v0.9.4

02 May 14:24
942fce7
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Release v0.9.4
https://pypi.org/project/causallib/0.9.4/

What's Changed

  • NHEFS survival data now respects augmentation parameters by @ehudkr in #57
  • Allow different covariate specification to weight and outcome models in WeightedStandardizedSurvival by @ehudkr in #57
  • Allow specifying no covariates (e.g., intercept-only models) in doubly robust (and WeightedStandardizedSurvival) models by @ehudkr in #57
  • Drop the numpy <1.24.0 dependency restriction by @ehudkr in #57

Full Changelog: v0.9.3...v0.9.4

v0.9.3

23 Apr 20:45
98e6a55
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Release v0.9.3
https://pypi.org/project/causallib/0.9.3/

What's Changed

  • Fix individual survival curves estimation bug by @ehudkr in #56

Full Changelog: v0.9.2...v0.9.3

v0.9.2

19 Feb 11:41
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Release v0.9.2
https://pypi.org/project/causallib/0.9.2/

What's Changed

  • Constrain Scikit-learn dependency <1.2 until a solution @ehudkr in #51
  • Align Matching to WeightEstimator interface by @ehudkr in #53
  • Optional direct labeling in covariate balance plots by @ehudkr in #54

Full Changelog: v0.9.1...v0.9.2

v0.9.1

24 Nov 11:56
30ab9b1
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Release v0.9.1
https://pypi.org/project/causallib/0.9.1/

What's Changed

  • Model selection within weight-based survival models by @ehudkr in #47

Full Changelog: v0.9.0...v0.9.1

v0.9.0

29 Sep 12:29
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Release v0.9.0
https://pypi.org/project/causallib/0.9.0/

Main changes

Two main additions on the model evaluations front.

  1. We refactored the whole evaluation module, changing the API to be a lot more user friendly, with options to customize the generated plots.
  2. We added a whole suite of causal-oriented metrics and scorers, that allow to integrate with scikit-learn's model selection machinery (like GridSearchCV, or any other scikit-learn compatible hyperparameter search model), and perform model selection in cross validation.

What's Changed

New Contributors

Full Changelog: v0.8.2...v0.9.0

v0.8.2

24 May 11:22
40a3a47
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Release v0.8.2
https://pypi.org/project/causallib/0.8.2/

What's Changed

Full Changelog: v0.8.1...v0.8.2

v0.8.1

06 Apr 12:11
6974fd4
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Release v0.8.1
https://pypi.org/project/causallib/0.8.1/

What's Changed

  • Fix argument misalignment when passing custom metric to OutcomeEvaluator by @yoavkt in #33

Full Changelog: v0.8.0...v0.8.1