https://github.com/trane-dev/trane - 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]

- Python
Published by gsheni about 2 years ago

https://github.com/trane-dev/trane - v0.7.0

v0.7.0 (October 21, 2023)

• Enhancements
  • Add Airbnb Reviews dataset [#161][#161]
  • Add LLM Function to determine relevant prediction problems [#167][#167]

• Fixes

  • Remove compose as a dependency [#162][#162]
  • Remove scikit learn as a dependency [#164][#164]
  • Update threshold function to better calculate entropy [#167][#167]

  [#161]: https://github.com/trane-dev/Trane/pull/161 [#162]: https://github.com/trane-dev/Trane/pull/162 [#164]: https://github.com/trane-dev/Trane/pull/164 [#167]: https://github.com/trane-dev/Trane/pull/167

- Python
Published by gsheni over 2 years ago

https://github.com/trane-dev/trane - v0.6.0

v0.6.0 (August 27, 2023)

• Enhancements
  • Add pyarrow dependency and use pyarrow backed dtypes [#120][#120]
  • Add Airbnb Reviews dataset [#125][#125]
  • Add Store dataset [#131][#131]
  • Add Order By Operation (OrderByOp, along with IdentityOp and TransformationOpBase) [#138][#138]
  • Add First and Last Aggregation Operations [#144][#144]
  • Enable operations to exclude other operations they can be applied with [#147][#147]
  • Add new Problem and Problem Generator class for simplier API [#136][#136]
  • Cleaned up Readme with new Problem class example [#136][#136]
  • Add denormalize function with metadata and data only support [#136][#136]

• Fixes

  • Rename _execute_operations_on_df to target in executed prediction problem dataframe [#124][#124]
  • Clean up operation description generation [#118][#118]
  • Remove PredictionProblemEvaluator [#118][#118]
  • Remove FeaturetoolsWrapper class [#100][#100]
  • Remove covid19 and youtube datasets [#131][#131]
  • Prevent Aggregation operations besides FirstAggregationOp and LastAggregationOp to be paired with OrderByOp [#147][#147]
  • Prevent FirstAggregationOp and LastAggregationOp from being paired with IdentityByOp (hence only allowing IdentityByOp) [#147][#147]
  • Changed Logical Types to ML Types [#136][#136]
  • Removed the ColumnSchema class [#136][#136]
  • Removed the CutoffStrategy class [#136][#136]
  • Make threshold more clear in Problem string output [#136][#136]
  • Add MultiTableMetadata and SingleTableMetadata class [#136][#136]

  [#124]: https://github.com/trane-dev/Trane/pull/124 [#118]: https://github.com/trane-dev/Trane/pull/118 [#120]: https://github.com/trane-dev/Trane/pull/120 [#125]: https://github.com/trane-dev/Trane/pull/125 [#131]: https://github.com/trane-dev/Trane/pull/131 [#138]: https://github.com/trane-dev/Trane/pull/138 [#144]: https://github.com/trane-dev/Trane/pull/144 [#147]: https://github.com/trane-dev/Trane/pull/147 [#136]: https://github.com/trane-dev/Trane/pull/136

- Python
Published by gsheni over 2 years ago

https://github.com/trane-dev/trane - 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]

- Python
Published by gsheni over 2 years ago

https://github.com/trane-dev/trane - v0.4.0

v0.4.0 (July 8, 2023)

• Enhancements
  • Add detailed walkthroughts in Examples directory [#60][#60]
  • Add code coverage analysis from Codecov [#77][#77]
  • Clean up input and output for operations [#87][#87]
  • Add additional unit tests for checkoperations_valid [#93][#93]

• Fixes

  • Remove TableMeta class and replace with ColumnSchema [#83][#83] [#85][#85]

  [#60]: https://github.com/HDI-Project/Trane/pull/60 [#77]: https://github.com/HDI-Project/Trane/pull/77 [#83]: https://github.com/HDI-Project/Trane/pull/83 [#85]: https://github.com/HDI-Project/Trane/pull/85 [#87]: https://github.com/HDI-Project/Trane/pull/87 [#93]: https://github.com/HDI-Project/Trane/pull/93

- Python
Published by gsheni over 2 years ago

https://github.com/trane-dev/trane - v0.3.0

v0.3.0 (February, 24, 2023)

• Enhancements
  • Add workflow to clear old caches [#57][#57]

• Fixes

  • Update to use new compose argument [#56][#56]
  • Remove py from requirements [#56][#56]

  [#56]: https://github.com/HDI-Project/Trane/pull/56 [#57]: https://github.com/HDI-Project/Trane/pull/57 [#58]: https://github.com/HDI-Project/Trane/pull/58

- Python
Published by gsheni almost 3 years ago

https://github.com/trane-dev/trane - v0.2.0

v0.2.0 (January 5, 2023)

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

• Changes

  • Remove setup.py, and setup.cfg in favor of pyproject.toml & .flake8 [#39][#39]
  • Removed all requirements-X.txt files and are centralized to pyproject.toml [#39][#39]
  • Removed bumpversion from project release requirements [#39][#39]

  [#39]: https://github.com/HDI-Project/Trane/pull/39 [#41]: https://github.com/HDI-Project/Trane/pull/41 [#42]: https://github.com/HDI-Project/Trane/pull/42 [#43]: https://github.com/HDI-Project/Trane/pull/43 [#44]: https://github.com/HDI-Project/Trane/pull/44 [#45]: https://github.com/HDI-Project/Trane/pull/45 [#46]: https://github.com/HDI-Project/Trane/pull/46 [#51]: https://github.com/HDI-Project/Trane/pull/51 [#52]: https://github.com/HDI-Project/Trane/pull/52

- Python
Published by gsheni about 3 years ago

https://github.com/trane-dev/trane - v0.1.0

The prototype works on the synthetic dataset.

- Python
Published by leix28 about 8 years ago