Howso-engine

Latest version: v37.1.3

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72.1.3

What's Changed
* 18961: Fixes bug where nulls and nans could be output for datetime features in time series by howsoRes in https://github.com/howsoai/howso-engine/pull/92


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/72.1.2...72.1.3

72.1.2

What's Changed
* 18994: Fixes analyzed feature weights for features with nulls by howsoRes in https://github.com/howsoai/howso-engine/pull/90


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/72.1.1...72.1.2

72.1.1

What's Changed
* 18909: Fixes unit test threshold by howsoRes in https://github.com/howsoai/howso-engine/pull/86
* 18924: Fixes residual computations not to use future data for time series by howsoRes in https://github.com/howsoai/howso-engine/pull/88
* 18930: Improves logic for initial series when continuing a series in time series flows by howsoRes in https://github.com/howsoai/howso-engine/pull/89


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/72.1.0...72.1.1

72.1.0

What's Changed
* 18822: Fixes issue where not all features were output in influential cases for react_series by howsoRes in https://github.com/howsoai/howso-engine/pull/79
* 18846: Fixes react_series() missing action_features for some influential cases by howsoRes in https://github.com/howsoai/howso-engine/pull/80
* 18856: Updates `get_prediction_stats` to return a single value for MAE and add 'missing_value_accuracy' as a stat, MINOR by cademack in https://github.com/howsoai/howso-engine/pull/82
* 18743: Fixes issue where time series could use future data and adds 'universal' flag to time series time features, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/83
* 18900: Bumps Amalgam version by calebwherry in https://github.com/howsoai/howso-engine/pull/84


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/72.0.0...72.1.0

72.0.0

What's Changed
* 18708: Removes unused methods (simplify_model and forget_irrelevant_data), removes case_access_count_label MAJOR by howsoRes in https://github.com/howsoai/howso-engine/pull/72
* 18717: Fixes issue where null counts were not always updated during train, edit, or remove by howsoRes in https://github.com/howsoai/howso-engine/pull/74
* 18727: Updates git tag retrieval to skip non-repo tags by calebwherry in https://github.com/howsoai/howso-engine/pull/75
* 18728: Fixes missing counts of nulls for features during time series training by howsoRes in https://github.com/howsoai/howso-engine/pull/76
* 18709: Updates usage of distance types and null uncertainties for compatibility with Amalgam 47, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/73
* 18748: Adds macOS arm64 tests by calebwherry in https://github.com/howsoai/howso-engine/pull/77
* 18766: Bumps amalgam depends version by calebwherry in https://github.com/howsoai/howso-engine/pull/78


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/71.1.0...72.0.0

71.1.0

What's Changed
* 18541: Streamlines interpolation and ignoring cases with null action features by howsoRes in https://github.com/howsoai/howso-engine/pull/67
* 18564: Updates analyze to automatically reimpute previously imputed values by howsoRes in https://github.com/howsoai/howso-engine/pull/68
* 18667: Adds 'post_process_features' and 'post_process_values' to react, MINOR by cademack in https://github.com/howsoai/howso-engine/pull/69
* 18695: Fixes an issue where null cases may be output from generative reacts if details are specified by cademack in https://github.com/howsoai/howso-engine/pull/70


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/71.0.1...71.1.0

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