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0.7.0

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@github-actions github-actions released this 05 Feb 19:03
· 95 commits to main since this release
0.7.0
c6b9ef4

Full Changelog: 0.6.0...0.7.0

  • MajorFeature: Add empulse.models.CSTreeClassifier, empulse.models.CSForestClassifier,
    and empulse.models.CSBaggingClassifier to support cost-sensitive decision tree and ensemble models
  • Enhancement: Add support for scikit-learn 1.5.2 (previously Empulse only supported scikit-learn 1.6.0 and above).
  • API: Removed the emp_score and emp functions from the empulse.metrics module.
    Use the empulse.metrics.Metric class instead to define custom expected maximum profit measures.
    For more information, read the User Guide.
  • API: Removed numba as a dependency for Empulse. This will reduce the installation time and the size of the package.
  • Fix: Fix empulse.metrics.Metric when defining stochastic variable with fixed values.
  • Fix: Fix empulse.metrics.Metric when stochastic variable has infinite bounds.
  • Fix: Fix empulse.models.CSThresholdClassifier
    when costs of predicting positive and negative classes are equal.
  • Fix: Fix documentation linking issues to sklearn
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