Howso-engine

What's Changed
- 23311: Adds warnings to `react_aggregate` for when given conditions do not select enough cases for statistical significance by cademack in [481](https://github.com/howsoai/howso-engine/pull/481)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/8b65801d7ea3069a874d4911aca31425496369ee...b5669a28938c053ca7898f4641576554dfbc97e2

What's Changed
- 00000: Bumps Amalgam version by apbassett in [480](https://github.com/howsoai/howso-engine/pull/480)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/c328a6c5837ed33c1f5094776617cc384628d581...8b65801d7ea3069a874d4911aca31425496369ee

What's Changed
- 23269: Fixes missing use_aggregation_based_differential_privacy flag from react_series_stationary by howsoRes in [478](https://github.com/howsoai/howso-engine/pull/478)

- 23270: Update synthesis aggregation approach to use max(avg gap, M.A.D.) for initial laplacian noise by howsoRes in [479](https://github.com/howsoai/howso-engine/pull/479)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/71b4719cdff8bfafa0b2e5b22ca25ab3b656d3c6...c328a6c5837ed33c1f5094776617cc384628d581

What's Changed
- 23264: Fixes issue where ordinal expected value was not correctly cached by howsoRes in [476](https://github.com/howsoai/howso-engine/pull/476)

- 23263: Adds use_aggregation_based_differential_privacy flag to reacts, MINOR by howsoRes in [477](https://github.com/howsoai/howso-engine/pull/477)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/48bef2b00156d3ae376a5f808a89d1ec3cc93d22...71b4719cdff8bfafa0b2e5b22ca25ab3b656d3c6

What's Changed
- 23243: Adds 'fastest' option to numerical_precision to support faster synthesis, MINOR by howsoRes in [474](https://github.com/howsoai/howso-engine/pull/474)

- 23249: Updates approximate residual for first value to use dataset max gap if it's continuous by howsoRes in [475](https://github.com/howsoai/howso-engine/pull/475)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/9a3b1f123cecffa995d5741aa207e1bd7ad269c3...48bef2b00156d3ae376a5f808a89d1ec3cc93d22

What's Changed
- 23229: Fixes an issue when using the "boundary_values_action_outcome" detail with features whose values are encoded by cademack in [472](https://github.com/howsoai/howso-engine/pull/472)

- 23219: Fixes an issue with paging `get_distances` with case indices specified by cademack in [473](https://github.com/howsoai/howso-engine/pull/473)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/d2b4c309572f69f65c37fabb5b26f24b4cbed071...9a3b1f123cecffa995d5741aa207e1bd7ad269c3