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Increment lale version to 0.8.0 #1363

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Feb 21, 2024
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@shinnar shinnar commented Feb 21, 2024

  • Add support for Python 3.11
    • The SMAC hyperoptimization backend is not currently supported on 3.11
  • Add support for scikit-learn 1.3 and 1.4
  • Update supported versions of numpy, scipy, pandas, xgboost, lightgbm, snapml, and tensorflow
    • AIF360 does not currently support numpy>=1.24, so testing for aif360 libraries is done using an older version of numpy
  • Fix readthedocs build so our documentation is correctly updated
  • Add label encoding to our wrapper for XGBClassifier, since it longer does this.
  • Shuffle data in some batching tests to (mostly) avoid problems with encoding
  • Remove support for Python 3.7 and scikit-learn < 1.0
  • Remove autoai_libs wrappers and tests (they have been moved into the autoai_libs package).

- Add support for Python 3.11
  - The SMAC hyperoptimization backend is not currently supported on 3.11
- Add support for scikit-learn 1.3 and 1.4
- Update supported versions of numpy, scipy, pandas, xgboost, lightgbm, snapml, and tensorflow
  - AIF360 does not currently support numpy>=1.24, so testing for aif360 libraries is done using an older version of numpy
- Fix readthedocs build so our documentation is correctly updated
- Add label encoding to our wrapper for XGBClassifier, since it longer does this.
- Shuffle data in some batching tests to (mostly) avoid problems with encoding
- Remove support for Python 3.7 and scikit-learn < 1.0
- Remove autoai_libs wrappers and tests (they have been moved into the autoai_libs package).

Signed-off-by: Avi Shinnar <shinnar@us.ibm.com>
@shinnar shinnar merged commit 33d8434 into IBM:master Feb 21, 2024
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@shinnar shinnar deleted the bump_version080 branch February 21, 2024 11:49
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