Howso Engine 89.1.0

What's Changed

• 22061: Adds rebalance_features to analyze(), MINOR by @howsoRes in #343

Full changelog: 8c18d12...9c4f894

Howso Engine 89.0.2

What's Changed

• 00000: Bumps Amalgam version by @apbassett in #341

Full changelog: 3b1ae9d...8c18d12

Howso Engine 89.0.1

What's Changed

• 19573: Implements Dynamic Deviations by @cademack in #227

• 21928: Updates applicable labels to automatically use populated case weights by @cademack in #339

• 21928: Updates Amalgam version by @cademack in #340

Full changelog: 9b811f8...3b1ae9d

Howso Engine 89.0.0

What's Changed

• 21905: Fixes a bug where a warning was given for JSON nominal features about non-numeric values by @cademack in #334

• 21922: Fixes incorrect rounding of time features on output by @howsoRes in #335

• 21176: Consolidates miscellaneous entity writes for improved performance by @howsoRes in #336

• 21726: Corrected spelling issues by @lancegliser in #337

• 21946: Fixes deployment script for caml files by @howsoRes in #338

• 21710: Refactors hyperparameter map and removes .targetless, MAJOR by @howsoRes in #330

Full changelog: 748abc6...9b811f8

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