v1.1.1

Release Notes

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New Features

• Support for Multi-Model Tuning: Added support for tuning multiple models using the tuner functionality, enhancing flexibility in hyperparameter optimization.
  [Commit: 560dec6]

• Multi-Target Classification: Introduced multi-target classification capabilities, expanding the library's support for more complex use cases.
  [Commit: 25691f5]

• dataloader_kwargs in DataConfig: Added support for customizing dataloader_kwargs in the DataConfig module for improved data-loading flexibility.
  [Commit: caa3ea1]

---

Enhancements

• Improved Informative str and repr: Added more informative str and repr methods to enhance debugging and readability of objects.
  [Commit: 495803c]

• Bug Fixes for Categorical Dtype: Fixed issues with Categorical data type handling to ensure smoother model training and predictions.
  [Commit: cf1454a]

• Removed Restrictions on Missing and Unknown Values: Enhanced the framework to handle missing and unknown values more robustly.
  [Commit: fc6060e]

• Protection Against Misuse of MDN Head: Added safeguards to prevent improper usage of the MDN Head in models.
  [Commit: cc3504a]

---

Bug Fixes

• Fixed an SSL finetuning bug to ensure secure operations during model fine-tuning.
  [Commit: 3d978f9]

• Fixed errors in saving and loading custom loss functions to enhance reproducibility and reliability.
  [Commit: 3f0a15c]

• Addressed a bug in cross-validation, ensuring accurate evaluation metrics.
  [Commit: 0d088fc]

• Fixed a KeyError issue with nn.activation in Tab Transformer and FT Transformer models.
  [Commit: 11adefa]

---

Other Improvements

• Multiple pre-commit configuration updates and enhancements for code linting and formatting.
  [Commits: f354b9c, 75b21c4, a890dda]

• Various CI improvements, including dependency bump for gh-action-pypi-publish and caching updates.
  [Commits: cb78a6e, e49a999, da20ed3]

• Fixed typos and minor issues in documentation and code for improved clarity and maintainability.
  [Commits: 7285787, 6586705]

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

New Contributors

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• @furyhawk made their first contribution in #382
• @HernandoR made their first contribution in #410
• @charitarthchugh made their first contribution in #420
• @abhisharsinha made their first contribution in #455
• @YonyBresler made their first contribution in #441
• @snehilchatterjee made their first contribution in #492

Full Changelog: v1.1.0...v1.1.1