v0.9.0

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

• limit n_neighbors to n_samples before matching by @mmdanziger in #38
• Evaluation refactoring and interface change by @mmdanziger in #40
• Covariate imbalance scatterplot by @edenjenzohar in #43
• Causal model selection by @ehudkr in #45

New Contributors

• @edenjenzohar made their first contribution in #43

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