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Releases: salimamoukou/acv00

v1.2.3

31 Aug 15:34
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  • add conditional quantile as threshold for the sdp in regression by default
  • monte carlo search to find the maximal rules
  • v1 implementation of counterfactual rules
  • fixed bugs for python 3.10 support

v1.2.2

02 Mar 23:55
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  • Automated wheel building with github workflows

v1.2.1

01 Mar 11:08
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  • Fixed compatibility issue with numba, shap, shapash

v1.2.0

09 Feb 15:09
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  • Add a glass-box model, namely global rule-based models based on Sufficient Rules.
  • Show the efficiency of the global rule-based models w.r.t SOTA on toy dataset, see the notebook.
  • Add Shapley Values of the agnostic Explainer in the WebApp with Leaf estimator.
  • Stable version of Coalitional version of Shapley Values based on Leaf estimator, and SDP-Sufficient Explanations-Sufficient Rules of the Agnostic explainer.