Howso-engine

What's Changed
- 20129: Removes the "time_delta_format" feature attribute, MAJOR by cademack in [162](https://github.com/howsoai/howso-engine/pull/162)

- 20139: Fixes bug where impute method wouldn't use correct context features for predictions by howsoRes in [163](https://github.com/howsoai/howso-engine/pull/163)

- 19957: Adds validation for user inputs that may contain datetimes by cademack in [161](https://github.com/howsoai/howso-engine/pull/161)

- 20150: Updates Amalgam version by cademack in [164](https://github.com/howsoai/howso-engine/pull/164)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/f9957adc5b62bc99196a5e1a2a3a493bf43b3ae2...84fb53664aa3ae448872418cb9a80b59f4051cb5

What's Changed
- 19947: Modifies ablation to ablate duplicates when training by jackx111 in [157](https://github.com/howsoai/howso-engine/pull/157)

- 20009: Adds MCC as a prediction stat by jackx111 in [159](https://github.com/howsoai/howso-engine/pull/159)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/f17d728b942c0d35bf3a74f4ed17e60a5a6c6e73...f9957adc5b62bc99196a5e1a2a3a493bf43b3ae2

What's Changed
- 20033: Fixes incorrect max cap of nominal residual witth a single class by howsoRes in [158](https://github.com/howsoai/howso-engine/pull/158)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/4b3f0e6c190063411bfb491c14ce7b577d042835...f17d728b942c0d35bf3a74f4ed17e60a5a6c6e73

What's Changed
- 19902: Limits maximum residual for nominals, unifies targeted and targetless p values, fixes version issue by howsoRes in [156](https://github.com/howsoai/howso-engine/pull/156)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/f4ed593ff4886df54895276e74144a69e8bf3566...4b3f0e6c190063411bfb491c14ce7b577d042835

What's Changed
- 18696: Removes howso api layer. MAJOR by howsoRes in [152](https://github.com/howsoai/howso-engine/pull/152)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/4b76aac8edcb27330951253cf73135ad70991876...f4ed593ff4886df54895276e74144a69e8bf3566

What's Changed
- 19404: Improves reliability of release notes by apbassett in [154](https://github.com/howsoai/howso-engine/pull/154)

- 19977: Adds 'trainee_json_filepath' parameter to upgrade_trainee, MINOR by howsoRes in [155](https://github.com/howsoai/howso-engine/pull/155)



**Full changelog**: https://github.com/howsoai/howso-engine/compare/339bbec55e319ffe86ed58fe4deb3ab4c3c226da...4b76aac8edcb27330951253cf73135ad70991876