v0.8.0

v0.8.0 (January 2, 2024)

• Enhancements
  • Update LLM helper to support updated GPT-4 models [#174][#174]
  • Update ruff to latest and remove black as a development dependency [#174][#174]
  • Add Python 3.11 markers and CI testing [#174][#174]
  • Add support for instance IDs when generating target values [#180][#180]
• Fixes
  • Fix verbose print out during target value generation [#180][#180]

v0.7.0

v0.7.0 (October 21, 2023)

• Enhancements
  • Add Airbnb Reviews dataset #161
  • Add LLM Function to determine relevant prediction problems #167
• Fixes
  • Remove compose as a dependency #162
  • Remove scikit learn as a dependency #164
  • Update threshold function to better calculate entropy #167

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

v0.5.0

v0.5.0 (July 27, 2023)

• Enhancements
  • Add ExistsAggregationOp [#96]
  • Add get_aggregation_ops and get_filter_ops functions [#98]
  • Enable operations to exclude columns they can be applied to with semantic tags [#108]
• Fixes
  • Fix FeaturetoolsWrapper class and label times [#100]
  • Fix denormalize to support more than 2 tables [#104]
  • Exclude foreign keys from being used to generate prediction problems [#108]
  • Change "index" to "primary_key" [#108]
  • Fixes duplicate prediction problem generation by hashing all possible prediction problems [#108]

v0.4.0

v0.4.0 (July 8, 2023)

• Enhancements
  • Add detailed walkthroughts in Examples directory #60
  • Add code coverage analysis from Codecov #77
  • Clean up input and output for operations #87
  • Add additional unit tests for _check_operations_valid #93
• Fixes
  • Remove TableMeta class and replace with ColumnSchema #83 #85

v0.3.0

v0.3.0 (February, 24, 2023)

• Enhancements
  • Add workflow to clear old caches #57
• Fixes
  • Update to use new compose argument #56
  • Remove py from requirements #56

v0.2.0

v0.2.0 (January 5, 2023)

• Enhancements
  • Add instructions on how to release trane and changelog updated checker #45
  • Use pyproject.toml and add install workflow to GitHub Actions #39
  • Add integration tests and got existing unit tests to pass #41
  • Add Python 3.11 markers and CI testing #41
  • Add lint check with black and ruff #43
  • Add tqdm as a req to show progress bar for prediction problem generation #41
  • Improve unit tests, add pre-commit, add install commands to Makefile #42
  • Add release workflow, move all examples under Examples folder, remove docs folder #44
  • Clean up README.md and add badges #46
• Fixes
  • Cleaned up Makefile #41
  • Modified existing logic to allow unit tests to pass #41
  • Do not use cache is automated latest dependency checker is running #51
• Changes
  • Remove setup.py, and setup.cfg in favor of pyproject.toml & .flake8 #39
  • Removed all requirements-X.txt files and are centralized to pyproject.toml #39
  • Removed bumpversion from project release requirements #39

v0.1.0

The prototype works on the synthetic dataset.