Howso-engine

What's Changed
* 18625: Fixes an issue where "categorical_action_probabilities" are requested when using unique cases by cademack in https://github.com/howsoai/howso-engine/pull/66


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/71.0.0...71.0.1

What's Changed
* 18553 Fixes multiple discriminative series forecasting for untrained series by cademack in https://github.com/howsoai/howso-engine/pull/60
* 18554: Overwrites continue_series flag when continue_series_values are specified for react_series by howsoRes in https://github.com/howsoai/howso-engine/pull/62
* 17691 Removes use_deviations from derivation parameters detail MAJOR by cademack in https://github.com/howsoai/howso-engine/pull/61
* 18565: Fixes bug where nans could be output for residuals for inactive features by howsoRes in https://github.com/howsoai/howso-engine/pull/63
* 18483: Adds exclude_novel_nominals_from_uniqueness_check flag to reacts, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/59
* 18493: Bumps Amalgam version by cademack in https://github.com/howsoai/howso-engine/pull/65


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/70.1.0...71.0.0

What's Changed
* 188440: Adds aggregate categorical action probabilities detail to react_series, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/52
* Update README.md by bbefort in https://github.com/howsoai/howso-engine/pull/53
* 18481: Fixes bug where training time series was not respecting auto-analyze limit by howsoRes in https://github.com/howsoai/howso-engine/pull/54
* 18486: Improves performance for training time series by howsoRes in https://github.com/howsoai/howso-engine/pull/55
* 18496: Cleans up internal method instances of call_entity to use call instead by howsoRes in https://github.com/howsoai/howso-engine/pull/56
* 18507: Adds ability to continue a provided (untrained) series, improves correctness for early imputed time series values, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/57
* 17481: Bumps Amalgam version by calebwherry in https://github.com/howsoai/howso-engine/pull/58

New Contributors
* bbefort made their first contribution in https://github.com/howsoai/howso-engine/pull/53

**Full Changelog**: https://github.com/howsoai/howso-engine/compare/70.0.1...70.1.0

What's Changed
* bump Amalgam version by cademack in https://github.com/howsoai/howso-engine/pull/51


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/70.0.0...70.0.1

What's Changed
* 18032: Refactors react robust_computation flag into robust_residuals and robust_influences, MAJOR by howsoRes in https://github.com/howsoai/howso-engine/pull/44
* 18065: Refactors internal 'target_*' variables for compatibility with Amalgam rename of target_* variables by howsoRes in https://github.com/howsoai/howso-engine/pull/45
* 17937: Adds influential_cases attribution to react series, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/46
* 18251: Adds categorical_action_probabilities support to generative react and react_series output, MINOR by howsoRes in https://github.com/howsoai/howso-engine/pull/49
* 18308: Adds "derivation_parameters" as a detail to react, MINOR by cademack in https://github.com/howsoai/howso-engine/pull/50


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/69.0.4...70.0.0

What's Changed
* 17759: Adds 'features' key to react details which specifies a subset of features to compute metrics for by cademack in https://github.com/howsoai/howso-engine/pull/37
* 17918: Fixes hyperparameter printing in asteroid performance test by cademack in https://github.com/howsoai/howso-engine/pull/41
* 17930: Adds attribution for generative reacts via influential_cases detail by howsoRes in https://github.com/howsoai/howso-engine/pull/43
* 17917: Reduces unit test fragility and corrects a couple of test values by howsohazard in https://github.com/howsoai/howso-engine/pull/42


**Full Changelog**: https://github.com/howsoai/howso-engine/compare/69.0.3...69.0.4