v1.1.0

New Features and Enhancements

• Added DANet Model: Added a new model, DANet, for tabular data.
• Explainability: Integrated Captum for explainability
• Hyperparameter Tuner: Added Grid and Random Search functionality to search through hyperparameters and return best model.
• Model Sweep: Added an easy "Model Sweep" method with which we can sweep a list of models with given data and quickly assess performance.
• Documentation Enhancements: Improved documentation to make it more user-friendly and informative
• Dependency Updates: Updated various dependencies for improved compatibility and security
• Graceful Out-of-Memory Handling: Added graceful out-of-memory handling for tabular models
• GhostBatchNorm: Added GhostBatchNorm to the library

Deprecations

• Deprecations: Handled deprecations and updated the library accordingly
• Entmax Dependency Removed: Removed dependency on entmax

Infrastructure and CI/CD

• Continuous Integration: Improved CI with new actions and labels
• Dependency Management: Updated dependencies and restructured requirements

API Changes

• [BREAKING CHANGE] SSL API Change: Addressed SSL API change, along with documentation and tutorial updates.
• Model Changes: Added is_fitted and other markers to the tabular model.
• Custom Optimizer: Allow custom optimizer in the model config.

Contributors

• Thanks to all the contributors who helped shape this release! (List of Contributors)

Upgrading

• Ensure to check the updated documentation for any breaking changes or new features.
• If you are using SSL, please check the updated API and documentation.