Howso Engine 87.0.0

What's Changed

• 21028: Improves performance of creation of SDM by only using classes in the sparse confusion matrix and not all classes in model during computation by @howsoRes in #308

• 21559: Removes allFeatureResidualsCached flag removed from Trainee hyperparameter maps by @cademack in #295

• 21587: Revises #get_api output by updating some methods idempotency and adding statisically_idempotent flags by @cademack in #304

• 21661: Adds descriptions for properties of FeatureAttributes, ReactDetails, and other schemas by @cademack in #309

• 21659: Updates typing validation code and logic to support required properties, MAJOR by @cademack in #310

• 21701: Added supplemental type schemas to get_api by @fulpm in #312

• 21712: Makes the 'type' property of a feature's time series feature attributes not required by @cademack in #313

• 20416: Adds guidelines to reduce_data, MINOR by @jdbeel in #212

• 21709: Adds schemas for built-in features and updates feature atrtibutes schema by @cademack in #314

• 21681: Adds support for required parameters and updates parameter types to include "null" where appropriate by @cademack in #311

• 21651: Fixes the 'features' detail for feature_residuals_full and feature_residuals_robust by @cademack in #315

• 21723: Updates initial default parameters by @howsoRes in #316

• 21537: Adds smape as a prediction stat, MINOR by @jackx111 in #296

• 21467: Fixes bugs where lists are indexed via strings, which always retrieved the first element by @cademack in #317

• 0000: Updates amalgam dependency by @jdbeel in #318

Full changelog: 1ae5a13...cffa4c0