Howso-engine

What's Changed
- 22862: Fixes similarity conviction computation by howsoRes in [431](https://github.com/howsoai/howso-engine/pull/431)

- 22864: FIxes incorrect train numeric warning for booleans by howsoRes in [432](https://github.com/howsoai/howso-engine/pull/432)

- 00000: Updates amalgam version by jdbeel in [433](https://github.com/howsoai/howso-engine/pull/433)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/20b29358454c1c68fa0a61f4c2b3cb13b66cae30...d766258a0703bb1992dc56fef1c4131d4ac8a85c

What's Changed
- 22357: Changes targetless to use probability space with dynamic bandwidth selection, MAJOR by howsoRes in [430](https://github.com/howsoai/howso-engine/pull/430)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/c650402c3fdbd7be55d98aa99819b2a34da62013...20b29358454c1c68fa0a61f4c2b3cb13b66cae30

What's Changed
- 22851: Adds min residuals to react agg residuals by jackx111 in [429](https://github.com/howsoai/howso-engine/pull/429)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/d060f45d9b163366b935346a1d333826cdfdd882...c650402c3fdbd7be55d98aa99819b2a34da62013

What's Changed
- 22760: Fixes rebalance weight to maintain total weight of data mass by howsoRes in [425](https://github.com/howsoai/howso-engine/pull/425)

- 22834: Fixes encoded conditioned features by howsoRes in [426](https://github.com/howsoai/howso-engine/pull/426)

- 22835: Add min residuals for react aggregate feature deviations by jackx111 in [427](https://github.com/howsoai/howso-engine/pull/427)

- 22843: Cleans up code for minor performance improvements by howsoRes in [428](https://github.com/howsoai/howso-engine/pull/428)

- 22759: Updates `react_aggregate` to use derivation logic for derived features and adds other logic to improve aggregate details when using time-series data by cademack in [424](https://github.com/howsoai/howso-engine/pull/424)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/98f6363981b3e4e630e13d9e9007329dda06ae73...d060f45d9b163366b935346a1d333826cdfdd882

What's Changed
- 22783: Fixes initial global probabilities for datasets with few cases… by howsoRes in [421](https://github.com/howsoai/howso-engine/pull/421)

- 22790: Updates Linux/ARM runner to use GitHub instead of emulator by apbassett in [422](https://github.com/howsoai/howso-engine/pull/422)

- 22790: Removes emulation from arm64_8a runners by apbassett in [423](https://github.com/howsoai/howso-engine/pull/423)

- 22045: Adds handling of warnings to call_sandboxed by naricc in [412](https://github.com/howsoai/howso-engine/pull/412)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/a6d6d4a702e3340b43955a173c658265437091d0...98f6363981b3e4e630e13d9e9007329dda06ae73

What's Changed
- 22752: Fixes an error that occurs when using shared deviations and `use_regional_residuals` for conditioned generative reacts by cademack in [416](https://github.com/howsoai/howso-engine/pull/416)

- 22756: Improves default context feature selection behavior for `react_series_stationary` by cademack in [417](https://github.com/howsoai/howso-engine/pull/417)

- 22763: Adds support for "feature_deviations" in `react_aggregate`, MINOR by cademack in [419](https://github.com/howsoai/howso-engine/pull/419)

- 22770: Fixes an issue when using "hypothetical_values" where resulting values might not be the correct type by cademack in [420](https://github.com/howsoai/howso-engine/pull/420)

- 22755: Adds goal_features_map to react, MINOR by howsoRes in [418](https://github.com/howsoai/howso-engine/pull/418)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/3e1af175c4b19339fde260a3d237d789b7fb7a81...a6d6d4a702e3340b43955a173c658265437091d0