Howso Engine 88.0.1

What's Changed

• 21830: Moves larger return-type schemas into a separate module and adjusts #get_api accordingly by @cademack in #329

Full changelog: f2bf0f3...748abc6

Howso Engine 88.0.0

What's Changed

• 21753: Improves parameter validation to return informative errors by @cademack in #326

• 21821: Fixes missing_value_accuracy as a requestable prediction stat in #react_aggregate by @cademack in #328

• 21637: Adds thresholds to auto-ablation, MAJOR by @jdbeel in #325

• 21514: Adds support for time features via a new formatted_time data_type, MINOR by @howsoRes in #332

• 21891: Adds errors to #analyze and #set_auto_analyze_params when action features are specified without specified context features by @cademack in #333

• 21844: Updates load, clone, store, and verify methods to reflect Amalgam changes by @howsohazard in #331

Full changelog: 32a0b29...f2bf0f3

Howso Engine 87.0.1

What's Changed

• 21683: Fixes output of set_feature_attributes by @jackx111 in #319

• 21781: Fixes the reduce_data unit test and includes it in the comprehensive test set by @cademack in #320

• 21796: Remove unused parameter docstrings by @jackx111 in #321

• 21806: Fixes react_series output detail formats by @howsoRes in #323

• 21355: Defines return-type schemas for public labels by @cademack in #322

• 21784: Adds new "use_active_session" annotation and fixes get_api return type by @cademack in #324

• 21840: Bumps Amalgam version by @apbassett in #327

Full changelog: cffa4c0...32a0b29

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

Howso Engine 86.0.16

What's Changed

• 21589: Fixes an issue where the wrong section of a label's comments are parsed for flags by @cademack in #301

• 21590: FIxes continue series for time series when lag amounts exceed the provided series length by @howsoRes in #302

• 21620: Fixes nulls could appear as probabilities in SDM by @howsoRes in #303

• 21647: Fixes time series reacts using unnecessary lags with nulls by @howsoRes in #305

• 21650: Fixes max accuracy for SDMs by @jackx111 in #306

• 21655: Updates Amalgam version by @cademack in #307

Full changelog: f468f3a...1ae5a13

Howso Engine 86.0.15

What's Changed

• 21586: Fixes null uncertainty of 0 being computed for time series lags with no actual nulls by @howsoRes in #300

Full changelog: 5171c67...f468f3a

Howso Engine 86.0.14

What's Changed

• 21575: Fixes computed null uncertainties for time series with respect to their referenced lags and the series index by @howsoRes in #298

• 21567: Updates !ValidateParameters to use new (opcode_stack) parameters for decreased memory allocation by @cademack in #299

Full changelog: 361c3e5...5171c67

Howso Engine 86.0.13

What's Changed

• 21510: Updates expected values for tests that relied too heavily on consistent tie breaks for nearest cases by @cademack in #288

• 21502: Ignores early lag-dependent features for residuals computation for time series datasets by @howsoRes in #287

• 21512: Fixes an issue where categorical action probabilities are not returned when there is no context by @cademack in #289

• 21421: Adds descriptions for undescribed parameters by @cademack in #284

• 21524: Fixes tests that heavily rely on tiebreak results, improves performance of time series inference by @cademack in #290

• 21517: Updates #edit_cases to re-derive non-time-series features that auto-derive on train, also fixes some bugs related to derivation by @cademack in #292

• 21548: Moves cache updates to the beginning of #react and #react_series by @cademack in #293

• 21555: Updates an expected value in a flaky stats test by @cademack in #294

• 21442: Adds label annotations that are parsed and used in get_api output by @cademack in #291

• 21568: Bumps Amalgam version by @apbassett in #297

Full changelog: 6e73f22...361c3e5

Howso Engine 86.0.12

What's Changed

• 21113: Bumps Amalgam version by @apbassett in #286

Full changelog: f96dbdd...6e73f22

Howso Engine 86.0.11

What's Changed

• 21496: Fixes an error where numeric ordinals would trigger incorrect warnings on train by @cademack in #283

• 21113: Bumps Amalgam version by @apbassett in #285

Full changelog: 5dd8f76...f96dbdd