Causallib

Latest version: v0.9.6

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0.9.6

What's Changed
* Add `**kwargs` to `covariate_imbalance_count_error` by mmdanziger in https://github.com/BiomedSciAI/causallib/pull/64
* Adjust for pandas>2 and networkx>3 dependencies by ehudkr in https://github.com/BiomedSciAI/causallib/pull/65
* Test on Python 3.10 and 3.11 by ehudkr in https://github.com/BiomedSciAI/causallib/pull/65


**Full Changelog**: https://github.com/BiomedSciAI/causallib/compare/v0.9.5...v0.9.6

0.9.5

What's Changed
* Count number of Imbalanced covariates metrics by ehudkr in https://github.com/BiomedSciAI/causallib/pull/59
* sklearn scorer wrapper for propensity models by ehudkr in https://github.com/BiomedSciAI/causallib/pull/59
* Align signature of causal metrics with `**kwargs` by ehudkr in https://github.com/BiomedSciAI/causallib/pull/59
* Add a name to the time variable Series in NHEFS survival data by ehudkr in https://github.com/BiomedSciAI/causallib/pull/59

**Full Changelog**: https://github.com/BiomedSciAI/causallib/compare/v0.9.4...v0.9.5

0.9.4

What's Changed
* NHEFS survival data now respects augmentation parameters by ehudkr in https://github.com/BiomedSciAI/causallib/pull/57
* Allow different covariate specification to weight and outcome models in `WeightedStandardizedSurvival` by ehudkr in https://github.com/BiomedSciAI/causallib/pull/57
* Allow specifying no covariates (e.g., intercept-only models) in doubly robust (and `WeightedStandardizedSurvival`) models by ehudkr in https://github.com/BiomedSciAI/causallib/pull/57
* Drop the numpy <1.24.0 dependency restriction by ehudkr in https://github.com/BiomedSciAI/causallib/pull/57


**Full Changelog**: https://github.com/BiomedSciAI/causallib/compare/v0.9.3...v0.9.4

0.9.3

What's Changed
* Fix individual survival curves estimation bug by ehudkr in https://github.com/BiomedSciAI/causallib/pull/56


**Full Changelog**: https://github.com/BiomedSciAI/causallib/compare/v0.9.2...v0.9.3

0.9.2

What's Changed
* Constrain Scikit-learn dependency <1.2 until a solution ehudkr in https://github.com/BiomedSciAI/causallib/pull/51
* Align `Matching` to `WeightEstimator` interface by ehudkr in https://github.com/BiomedSciAI/causallib/pull/53
* Optional direct labeling in covariate balance plots by ehudkr in https://github.com/BiomedSciAI/causallib/pull/54


**Full Changelog**: https://github.com/BiomedSciAI/causallib/compare/v0.9.1...v0.9.2

0.9.1

What's Changed
* Model selection within weight-based survival models by ehudkr in https://github.com/IBM/causallib/pull/47


**Full Changelog**: https://github.com/IBM/causallib/compare/v0.9.0...v0.9.1

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