ABacus 0.0.6

What's Changed

• __check_required_columns list of columns check fix by @egorshishkovets in #7
• Hotfix by @sergey-vakunov in #8
• 'cat cols added to clustering' by @sergey-vakunov in #9
• Update VERSION by @egorshishkovets in #11

New Contributors

• @egorshishkovets made their first contribution in #7
• @sergey-vakunov made their first contribution in #8

Full Changelog: 0.0.5...v0.0.6

ABacus 0.0.5

Release of ABacus 0.0.5.

Changed

• Downgraded to Python 3.8.

ABacus 0.0.4

Release of ABacus 0.0.4.

Added

• Add GitHub Action for automated publishing to PyPI on release.
• Make available to plot bootstrap distribution of differences.
• Make bootstrap available for binary metrics.
• Report now returns dictionary with params, not just print report.
• Change format of report output and add warning about usage of results.
• Add ability to save experiment plot and select its kind.

Changed

• Update lower bound of scipy to 1.10.0.
• target_flg -> target: unify property for setting target variable name.
• Remove unnecessary files.
• Change default treatment group name in splitter from 'target' to 'treatment'.

Fixed

• Calculation of zero's p-value in bootstrap confidence interval. Now it takes into account directionality of hypothesis.
• Now injections are passed as MDEs, not multiplicators of a metric.

ABacus 0.0.3

Release of ABacus 0.0.3.

What's new:

• include tests: initialization and statistical tests execution;
• introduce CI process for testing and linting;
• have a refactored code with black;
• have a fix for pydantic upper bound version;
• fix typos in links and code examples in README and documentation;
• use 5 digits in decimal place in statistic value and p-value of statistical tests;
• add open-source community files (CHANGELOG, CODE_OF_CONDUCT, CONTRIBUTING, SECURITY).

ABacus 0.0.2

Release of ABacus 0.0.2:

What's new:

• ABacus now has logo;
• technical documentation is available on readthedocs;
• removes hdbscan from dependencies and move to scikit-learn==1.3.0;
• relaxed dependencies versioning - now they are not pinned to particular versions but constrained to a range of versions;
• adds dynamic ABacus versioning instead of hard code;
• updated README.

ABacus 0.0.1

Initial release of ABacus:

• ABTest class for experiment evaluation
• SplitBuilder / ResplitBuilder class for splitting and getting groups of experiment
• MdeResearchBuilder class for experiment design
• Examples of basic functionality
• Documentation