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@heylucasleao heylucasleao released this 19 Apr 15:20
0.07
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Learn about vigilant mode.

Version 0.0.7 🚀

📚 Improved Documentation:

  • Enhanced function documentation for better clarity and understanding.
  • Removed outdated references and mentions that are no longer relevant to the current implementation.

🐛 Coverage Rate Fix:

  • Simplified the coverage_rate method to directly check for coverage in the selected data.
  • This change improves reliability and makes it easier to verify coverage with new datasets.
  • ⚠️ Breaking Change: Replaced _empirical_coverage with this method.

🐛 ClassConditional Adjustment:

  • Fixed an issue where q_level was not being properly assigned to the volume of the specified class group in the ClassConditional classifier.

✨ New Regression Models:

  • Added support for Conformalized Quantile Regression (CQR) and Conformalized Regression models.
  • These models provide robust prediction intervals for regression tasks, expanding the library's capabilities.
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