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CHANGELOG.md

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pyCRE (Development)

Added

  • Causal Rule Ensemble algorithm (see [Bargagli-Stoffi et al. (2023)] (https://arxiv.org/abs/2009.09036))
  • New Uncertainty Quantification for estimation (i.e., bootstrapping)
  • New Splitting Criteria for Rules Generation ("het")
  • New maxrules filtering for Rules Generation

Changed

  • Stability Selection with error controll (t_ss, pfer) -> Standard Stability Selection (tss, alphas)

Removed