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Published June 1, 2023 | Version v1.0.2
Software Open

manujosephv/pytorch_tabular: v1.0.2

  • 1. Grid.ai | PytorchLightning
  • 2. Philadelphia Phillies
  • 3. @abnormal-security
  • 4. Bending Spoons
  • 5. University of Utah @sparks-baird
  • 6. Technical University of Munich

Description

New Features:
  • Added Feature Importance: The library now includes a new method in TabularModel and BaseModel for enabling feature importance. Feature Importance has been enabled for FTTransformer and GATE models. [Commit: dc2a49e] ### Enhancements:

  • Enabled two more parameters in the GATE model. [Commit: 3680413]

  • Included metric_prob_input parameter in the library configuration. This update allows for better control over metrics in the models. [Commit: 0612db5]
  • Slight improvements to the GATE model, including changes to defaults for better performance. [Commit: c30a6c3]
  • Minor bug fixes and improvements, including accelerator options in the configuration and progress bar enhancements. [Commit: f932230, bdd9adb, f932230] ### Dependency Updates:

  • Updated dependencies, including docformatter, pyupgrade, and ruff-pre-commit. [Commits: 4aae9a8, b3df4ce, bdd9adb, 55e800c, c6c4679, c01154b, 107cd2f] ### Documentation Updates:

  • Updated the library's README.md file. [Commits: db8f3b2, cab6bf1, 669faec, 1e6c400, 3097799, 7fabf6b] ### Other Improvements:

  • Various code optimizations, bug fixes, and CI enhancements. [Commits: 5637020, e5171bf, 812b40f]

For more details, you can refer to the respective commits on the library's GitHub repository.

Files

manujosephv/pytorch_tabular-v1.0.2.zip

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