v0.6.0

v0.6.0 (August 27, 2023)

• Enhancements
  • Add pyarrow dependency and use pyarrow backed dtypes #120
  • Add Airbnb Reviews dataset #125
  • Add Store dataset #131
  • Add Order By Operation (OrderByOp, along with IdentityOp and TransformationOpBase) #138
  • Add First and Last Aggregation Operations #144
  • Enable operations to exclude other operations they can be applied with #147
  • Add new Problem and Problem Generator class for simplier API #136
  • Cleaned up Readme with new Problem class example #136
  • Add denormalize function with metadata and data only support #136
• Fixes
  • Rename _execute_operations_on_df to target in executed prediction problem dataframe #124
  • Clean up operation description generation #118
  • Remove PredictionProblemEvaluator #118
  • Remove FeaturetoolsWrapper class [#100][#100]
  • Remove covid19 and youtube datasets #131
  • Prevent Aggregation operations besides FirstAggregationOp and LastAggregationOp to be paired with OrderByOp #147
  • Prevent FirstAggregationOp and LastAggregationOp from being paired with IdentityByOp (hence only allowing IdentityByOp) #147
  • Changed Logical Types to ML Types #136
  • Removed the ColumnSchema class #136
  • Removed the CutoffStrategy class #136
  • Make threshold more clear in Problem string output #136
  • Add MultiTableMetadata and SingleTableMetadata class #136