Howso-engine

What's Changed
- 23191: Renames internal variables, attributes and methods to not use the term 'model' by howsoRes in [469](https://github.com/howsoai/howso-engine/pull/469)

- 23222: Fixes an issue where a case could be returned as it's own boundary case by cademack in [471](https://github.com/howsoai/howso-engine/pull/471)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/92f396438a11d62bffd1d29a3376f07d5c6ac546...d2b4c309572f69f65c37fabb5b26f24b4cbed071

What's Changed
- 23145: Fixes an issue when computing distance ratios with very small datasets by cademack in [462](https://github.com/howsoai/howso-engine/pull/462)

- 23144: Adds ability to update individual params via set_params() by howsoRes in [464](https://github.com/howsoai/howso-engine/pull/464)

- 23172: Updates `react_aggregate` to not compute residuals/prediction stats for lag features by default unless specified by cademack in [466](https://github.com/howsoai/howso-engine/pull/466)

- 23166: Increases epsilon used for equidistance checks by howsoRes in [465](https://github.com/howsoai/howso-engine/pull/465)

- 23148: Adds a limit to memory usage during analyze for datasets with many features by howsoRes in [463](https://github.com/howsoai/howso-engine/pull/463)

- 23192: Removes influential cases cutoff logic when using Dynamic-K by cademack in [467](https://github.com/howsoai/howso-engine/pull/467)

- 00000: Bumps Amalgam version by apbassett in [468](https://github.com/howsoai/howso-engine/pull/468)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/d9b388b4574362e1060465a55b5a723949b69df8...92f396438a11d62bffd1d29a3376f07d5c6ac546

What's Changed
- 2313: Fixes bug that allowed infinite surprisal for datasets with nulls by howsoRes in [460](https://github.com/howsoai/howso-engine/pull/460)

- 23135: Adds limitation to selecting from nominal distribution for differential privacy by howsoRes in [461](https://github.com/howsoai/howso-engine/pull/461)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/ad46523a3f0614e2a3be2495963f6289f3679747...d9b388b4574362e1060465a55b5a723949b69df8

What's Changed
- 23107: Improves distance ratio performance when used with similar cases by howsoRes in [457](https://github.com/howsoai/howso-engine/pull/457)

- 23107: Improves distance ratio check for min by howsoRes in [458](https://github.com/howsoai/howso-engine/pull/458)

- 23120: Adds usage of extra case for distance ratio validation by howsoRes in [459](https://github.com/howsoai/howso-engine/pull/459)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/ee6cd6f4c850692d8b55438799a42882c08778c4...ad46523a3f0614e2a3be2495963f6289f3679747

What's Changed
- 23079: Improves equidistance check during distance ratio check by howsoRes in [456](https://github.com/howsoai/howso-engine/pull/456)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/46e457b43896a1d7fb5a122698934a1bbf07f18e...ee6cd6f4c850692d8b55438799a42882c08778c4

What's Changed
- 23079: Improves equidistance check during synthesis validation by howsoRes in [455](https://github.com/howsoai/howso-engine/pull/455)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/9464c168398c3e6e36c1dd539c7620c986498f85...46e457b43896a1d7fb5a122698934a1bbf07f18e