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📉 Pycaret Regression Components + Examples #138

Merged
merged 6 commits into from
Apr 5, 2022
Merged

📉 Pycaret Regression Components + Examples #138

merged 6 commits into from
Apr 5, 2022

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mansouralawi
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Description

Pycaret components for ML regression tasks, including the most commonly used Pycaret functions, 2 examples xircuits for regression models.

References

N/A

Pull Request Type

  • Xircuits Core (Jupyterlab Related changes)
  • Xircuits Canvas (Custom RD Related changes)
  • Xircuits Component Library
  • Testing Automation
  • Documentation
  • Others (Please Specify)

Type of Change

  • New feature (non-breaking change which adds functionality)
  • Bug fix (non-breaking change which fixes an issue)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

Tests

  1. compile and run AutoMLBasicRegression.xircuits
  2. compile and run AutoMLRegressionStackModels.xircuits
  3. compile and run pycaret classfication examples
  4. create new Xircuits using the available regression components

Tested on?

  • Windows
  • Linux Ubuntu
  • Centos
  • Mac
  • Others (State here -> xxx )

Notes

N/A

@mansouralawi mansouralawi requested a review from MFA-X-AI March 31, 2022 09:03
@mansouralawi mansouralawi self-assigned this Mar 31, 2022
MFA-X-AI
MFA-X-AI approved these changes Apr 5, 2022
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@MFA-X-AI MFA-X-AI left a comment

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Tested and working. Good work!
Noted on the XGBoost not being available in the default pycaret installation which you fixed in the next PRs.

@MFA-X-AI MFA-X-AI merged commit 865911c into master Apr 5, 2022
@MFA-X-AI MFA-X-AI deleted the pycaret_regression_xai branch April 5, 2022 07:57
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@MFA-X-AI MFA-X-AI MFA-X-AI approved these changes

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@mansouralawi @MFA-X-AI