Howso-engine

What's Changed
- 21575: Fixes computed null uncertainties for time series with respect to their referenced lags and the series index by howsoRes in [298](https://github.com/howsoai/howso-engine/pull/298)

- 21567: Updates !ValidateParameters to use new (opcode_stack) parameters for decreased memory allocation by cademack in [299](https://github.com/howsoai/howso-engine/pull/299)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/361c3e589600dd4051732ded234fefe3abfae6d0...5171c670d6a3a917ce0f817f6d676717dbc1fae9

What's Changed
- 21510: Updates expected values for tests that relied too heavily on consistent tie breaks for nearest cases by cademack in [288](https://github.com/howsoai/howso-engine/pull/288)

- 21502: Ignores early lag-dependent features for residuals computation for time series datasets by howsoRes in [287](https://github.com/howsoai/howso-engine/pull/287)

- 21512: Fixes an issue where categorical action probabilities are not returned when there is no context by cademack in [289](https://github.com/howsoai/howso-engine/pull/289)

- 21421: Adds descriptions for undescribed parameters by cademack in [284](https://github.com/howsoai/howso-engine/pull/284)

- 21524: Fixes tests that heavily rely on tiebreak results, improves performance of time series inference by cademack in [290](https://github.com/howsoai/howso-engine/pull/290)

- 21517: Updates `edit_cases` to re-derive non-time-series features that auto-derive on train, also fixes some bugs related to derivation by cademack in [292](https://github.com/howsoai/howso-engine/pull/292)

- 21548: Moves cache updates to the beginning of `react` and `react_series` by cademack in [293](https://github.com/howsoai/howso-engine/pull/293)

- 21555: Updates an expected value in a flaky stats test by cademack in [294](https://github.com/howsoai/howso-engine/pull/294)

- 21442: Adds label annotations that are parsed and used in get_api output by cademack in [291](https://github.com/howsoai/howso-engine/pull/291)

- 21568: Bumps Amalgam version by apbassett in [297](https://github.com/howsoai/howso-engine/pull/297)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/6e73f225050c7e6d2eeb08bb5a33aa4bd3426766...361c3e589600dd4051732ded234fefe3abfae6d0

What's Changed
- 21113: Bumps Amalgam version by apbassett in [286](https://github.com/howsoai/howso-engine/pull/286)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/f96dbdd6f21985061e677b2994ccd4fa2d2adf33...6e73f225050c7e6d2eeb08bb5a33aa4bd3426766

What's Changed
- 21496: Fixes an error where numeric ordinals would trigger incorrect warnings on train by cademack in [283](https://github.com/howsoai/howso-engine/pull/283)

- 21113: Bumps Amalgam version by apbassett in [285](https://github.com/howsoai/howso-engine/pull/285)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/5dd8f7693159920be90a614a9ad1f1f79c49b93e...f96dbdd6f21985061e677b2994ccd4fa2d2adf33

What's Changed
- 21479: Adds a warning to analyze when users do targeted analysis on a time-series Trainee with no previous targetless hyperparameters by cademack in [281](https://github.com/howsoai/howso-engine/pull/281)

- 20653: Adds parameter description by nuvious in [239](https://github.com/howsoai/howso-engine/pull/239)

- 21113: Bumps Amalgam version by apbassett in [282](https://github.com/howsoai/howso-engine/pull/282)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/510a3ac54e385f267c7114087db368bacacb0be5...5dd8f7693159920be90a614a9ad1f1f79c49b93e

What's Changed
- 21398: Updates the Amalgam unit test framework for ease of use by cademack in [279](https://github.com/howsoai/howso-engine/pull/279)

- 21113: Bumps Amalgam version by apbassett in [280](https://github.com/howsoai/howso-engine/pull/280)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/69ef996cc5552b355f9183a886fff8c0f0e70932...510a3ac54e385f267c7114087db368bacacb0be5