New
0.6.0
Bug fixes:
- Quick Fix Alias Type Names #346
- Forecast Evaluator - fixes SMAPE, adds MASE and Seasonal Error metrics #342
New features / updates:
- Aggregate LOCOs of DateToUnitCircleTransformer. #349
- Convert lambda functions into concrete classes to allow compatibility with Scala 2.12 #357
- Replace mapValues with immutable Map where applicable #363
- Aggregate spark metrics during run time instead of post processing by default #358
- Allow customizing serialization for FeatureGenerator extract function #352
- Update helloworld examples to be simple #351
- Adding
keyctor field in all RawFeatureFilter results #348 - Forecast evaluator + SMAPE metric #337
- Local scoring for model with features of all types #340
- Remove local runner + update docs #335
- Added missing test for java conversions #334
- Get rid of scalaj-collections #333
- Workflow independent model loading #274
- Aggregated LOCOs of SmartTextVectorizer outputs #308
- Added community projects docs section #326
- Add FeatureBuilder.fromSchema #325
- Improve WeekOfMonth in date transformers #323
- Improved datetime unit transformer shortcuts - Part 2 #319
- Correctly pass main class for CLI sub project #321
- Serialize blacklisted map keys with the model + updated access on workflow/model members #320
- Improved datetime unit transformer shortcuts #316
- Improved OpScalarStandardScalerTest #317
- improved PercentileCalibratorTest #318
- Added concrete wrappers for HashingTF, NGram and StopWordsRemover #314
- Avoid singleton random generators #312
- Remove free function aggregation with feature builders #311
- Added util methods to create class/object by name + retrieve type tag by type name #310
Dependency updates: