Howso-engine

What's Changed
- 22061: Adds rebalance_features to analyze(), MINOR by howsoRes in [343](https://github.com/howsoai/howso-engine/pull/343)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/8c18d12698f89b41f99c8ddbd626f50531120555...9c4f8948497b2c215544dbab63111b48717c3e0c

What's Changed
- 00000: Bumps Amalgam version by apbassett in [341](https://github.com/howsoai/howso-engine/pull/341)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/3b1ae9dd792cae412c41858fd3e34bab38eff122...8c18d12698f89b41f99c8ddbd626f50531120555

What's Changed
- 19573: Implements Dynamic Deviations by cademack in [227](https://github.com/howsoai/howso-engine/pull/227)

- 21928: Updates applicable labels to automatically use populated case weights by cademack in [339](https://github.com/howsoai/howso-engine/pull/339)

- 21928: Updates Amalgam version by cademack in [340](https://github.com/howsoai/howso-engine/pull/340)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/9b811f877f5b7c0774cbf0d1c21bcb5b1ee834fa...3b1ae9dd792cae412c41858fd3e34bab38eff122

What's Changed
- 21905: Fixes a bug where a warning was given for JSON nominal features about non-numeric values by cademack in [334](https://github.com/howsoai/howso-engine/pull/334)

- 21922: Fixes incorrect rounding of time features on output by howsoRes in [335](https://github.com/howsoai/howso-engine/pull/335)

- 21176: Consolidates miscellaneous entity writes for improved performance by howsoRes in [336](https://github.com/howsoai/howso-engine/pull/336)

- 21726: Corrected spelling issues by lancegliser in [337](https://github.com/howsoai/howso-engine/pull/337)

- 21946: Fixes deployment script for caml files by howsoRes in [338](https://github.com/howsoai/howso-engine/pull/338)

- 21710: Refactors hyperparameter map and removes .targetless, MAJOR by howsoRes in [330](https://github.com/howsoai/howso-engine/pull/330)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/748abc6510587ab5ebec50927e997fc4c5a277ec...9b811f877f5b7c0774cbf0d1c21bcb5b1ee834fa

What's Changed
- 21830: Moves larger return-type schemas into a separate module and adjusts `get_api` accordingly by cademack in [329](https://github.com/howsoai/howso-engine/pull/329)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/f2bf0f35d20c92c338690ef371817570435bfb44...748abc6510587ab5ebec50927e997fc4c5a277ec

What's Changed
- 21753: Improves parameter validation to return informative errors by cademack in [326](https://github.com/howsoai/howso-engine/pull/326)

- 21821: Fixes `missing_value_accuracy` as a requestable prediction stat in `react_aggregate` by cademack in [328](https://github.com/howsoai/howso-engine/pull/328)

- 21637: Adds thresholds to auto-ablation, MAJOR by jdbeel in [325](https://github.com/howsoai/howso-engine/pull/325)

- 21514: Adds support for time features via a new formatted_time data_type, MINOR by howsoRes in [332](https://github.com/howsoai/howso-engine/pull/332)

- 21891: Adds errors to `analyze` and `set_auto_analyze_params` when action features are specified without specified context features by cademack in [333](https://github.com/howsoai/howso-engine/pull/333)

- 21844: Updates load, clone, store, and verify methods to reflect Amalgam changes by howsohazard in [331](https://github.com/howsoai/howso-engine/pull/331)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/32a0b29234cdf2f27697822212fa6a2cfbb0ec47...f2bf0f35d20c92c338690ef371817570435bfb44