Release 2.2.2

Release Notes

This release includes several updates and improvements to the codebase and documentation. Key changes include:

• New Features:

  • Added support for editing pipelines.

  • Added support for scikit-learn (sklearn) methods.

  • Added support for matplotlib methods.

  • Added support for cross-validation of machine learning (ML) models.

  • Added support for running Hyperparameter Optimization (HPO) on scikit-learn ML models.

• Documentation Improvements:

  • Updated list of available tasks and methods.

  • Made several sections of the README more compact and fixed wording.

  • Simplified the Overview section of the README and merged some sections.

Release 2.1.1

What's Changed

Added graph validation with SHACL, specifically added:

1. A SHACL shape graph with constraints that ensure a KG's executability.
2. The sheXer Python script that was initially used to create the basis for the above shape graph.
3. KG validation step (using pySHACL and the above shape graph) during KG creation and before KG execution.

Full Changelog: 2.0.4...2.1.1

Release 2.0.4

What's Changed

• Update README.md (#61) @AntonisKl

2.0.3

What's Changed

• Add support for using any of the available bottom-level KG schemata while creating an ML pipeline
• Improve README
• Refactor

Full Changelog: 1.1.2...2.0.3

Release 1.1.2

What's Changed

• Combined PR (#44) @github-actions

Release 1.1.1

What's Changed

• Combined PR (#37) @github-actions

Release 1.1.0

What's Changed

• Combined PR (#36) @github-actions
• CD fix (#35) @AntonisKl
• Refactoring and CD improvement (#27) @AntonisKl
• Bump release-drafter/release-drafter from 5.22.0 to 5.23.0 (#25) @dependabot
• Bump matplotlib from 3.6.3 to 3.7.0 (#24) @dependabot
• Bump pytest-xdist from 3.1.0 to 3.2.0 (#23) @dependabot
• Bump isort from 5.11.4 to 5.12.0 (#21) @dependabot
• Bump scikit-learn from 1.2.0 to 1.2.1 (#20) @dependabot
• Bump black from 22.12.0 to 23.1.0 (#26) @dependabot
• Fix examples URL in README.md (#22) @AntonisKl

Release 1.0.8

What's Changed

• Copyright header addition (#19) @AntonisKl
• More CI and config improvements (#18) @AntonisKl
• CI, config and docs improvements (#17) @AntonisKl
• Improve code examples (#15) @AntonisKl
• clean (#14) @mhmgad
• Bump pydocstyle from 6.2.2 to 6.3.0 (#13) @dependabot
• Bump pytest from 7.2.0 to 7.2.1 (#12) @dependabot
• Bump pylint from 2.15.9 to 2.15.10 (#11) @dependabot
• Bump matplotlib from 3.6.2 to 3.6.3 (#10) @dependabot
• Bump release-drafter/release-drafter from 5.21.1 to 5.22.0 (#9) @dependabot
• Bump release-drafter/release-drafter from 5.21.0 to 5.21.1 (#6) @dependabot