Howso-engine

What's Changed
- 22631: Corrected ablated indices and session training indices when training with ablation, MAJOR by fulpm in [409](https://github.com/howsoai/howso-engine/pull/409)

- 22734: Adds a warning to `react` and `single_react` to warn users if any derived action features are not derivable given other specified features by cademack in [414](https://github.com/howsoai/howso-engine/pull/414)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/33466bb086d30ea8667c4ff52813ccef6cfa0992...3e1af175c4b19339fde260a3d237d789b7fb7a81

What's Changed
- 22716: Fixes issues in forecasting that could give an incorrect warning or malformed results by cademack in [410](https://github.com/howsoai/howso-engine/pull/410)

- 22697: Adds support for the conditioning parameters when computing feature influences with `react_aggregate`, MINOR by cademack in [411](https://github.com/howsoai/howso-engine/pull/411)

- 22733: Removes dynamic deviation subtrainee on reset_params by howsoRes in [413](https://github.com/howsoai/howso-engine/pull/413)

- 22735: Update types for new FA keys, MINOR by mkoistinen in [415](https://github.com/howsoai/howso-engine/pull/415)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/a24cd0a4f63c55d9d283287b09612efdfbdffec0...33466bb086d30ea8667c4ff52813ccef6cfa0992

What's Changed
- 22630: Improves performance of categorical interpolation by cademack in [408](https://github.com/howsoai/howso-engine/pull/408)

- 22526: Refactors the `react_series` API, MAJOR by cademack in [405](https://github.com/howsoai/howso-engine/pull/405)

- 22264: Adds `react_series_stationary` allowing users to predict stationary feature values for series data, MINOR by cademack in [391](https://github.com/howsoai/howso-engine/pull/391)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/9afa1e8d17992d662aaf9ecc14cee060351814f9...a24cd0a4f63c55d9d283287b09612efdfbdffec0

What's Changed
- 22525: Improves train by reducing memory utilization in session updates by cademack in [394](https://github.com/howsoai/howso-engine/pull/394)

- 22525: Reduces memory utilization in `train` by cademack in [395](https://github.com/howsoai/howso-engine/pull/395)

- 22568: Fixes an issue where the series progress prediction uses too little of available context in TS forecasting by cademack in [399](https://github.com/howsoai/howso-engine/pull/399)

- 22539: Add support for continuous rebalance features, MINOR by howsoRes in [398](https://github.com/howsoai/howso-engine/pull/398)

- 22583: Fixes unit tests by howsoRes in [400](https://github.com/howsoai/howso-engine/pull/400)

- 22573: Adds support for ablation with rebalance features, MINOR by howsoRes in [403](https://github.com/howsoai/howso-engine/pull/403)

- 22584: Improves ablation check in !TrainCreateCases to prevent undesired warning by jdbeel in [406](https://github.com/howsoai/howso-engine/pull/406)

- 22629: Updates Amalgam version by cademack in [407](https://github.com/howsoai/howso-engine/pull/407)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/55af4aa7afd47fe51022ae5c9e3e835d5cf87f91...9afa1e8d17992d662aaf9ecc14cee060351814f9

What's Changed
- 22428: Adds `condition_session` parameter to `move_cases`, MINOR by cademack in [388](https://github.com/howsoai/howso-engine/pull/388)

- 22442: Adds extra check when determining whether to output "reduce_data" status by jdbeel in [389](https://github.com/howsoai/howso-engine/pull/389)

- 22453: Adds "feature_deviations" react detail, MINOR by cademack in [390](https://github.com/howsoai/howso-engine/pull/390)

- 22488: Fixes an issue in `react_series` where the first row of a series could only generate null feature values as all data was disallowed from the query by cademack in [392](https://github.com/howsoai/howso-engine/pull/392)

- 22494: Updates Amalgam version, makes related code changes, and adds some performance tweaks by cademack in [393](https://github.com/howsoai/howso-engine/pull/393)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/ea90485685cb7e060dd11dc16ed3257f77595d82...55af4aa7afd47fe51022ae5c9e3e835d5cf87f91

What's Changed
- 22419: Fixes ut_h_time_series_datetime test to use updated logic by cademack in [386](https://github.com/howsoai/howso-engine/pull/386)

- 22317: Updates `update_trainee` to support updating contained subtrainees, MAJOR by howsoRes in [370](https://github.com/howsoai/howso-engine/pull/370)

- 22287: Updates for Amalgam language changes by howsohazard in [385](https://github.com/howsoai/howso-engine/pull/385)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/a0a84da5571abb92c99f86c8228e55277bcb4529...ea90485685cb7e060dd11dc16ed3257f77595d82