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Commits on Apr 22, 2024

• Updated demo notebook with xgboost models

  groshanlal

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• Resolving DivisionByZero error in log statement

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• Updating applications in README

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• Releasing new version with support for xgboost classifier models

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  committed
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• Added applications sections

  groshanlal

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• Updating docs to reflect support for XGBClassifier model

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• Updating README with indstruction on longer rules and local instance level explainability

  groshanlal

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• Added longer set of rules and instance level explanations in the demo notebook

  groshanlal

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Commits on Apr 21, 2024

• Added test for xgb adapter

  groshanlal

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• Simplifying XGB adapter

  groshanlal

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• Added adapter for xgboost XGBClassifier - tested with xgboost 2.0.3

  groshanlal

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Commits on Apr 20, 2024

• Combined _extract_tree_ensemble and _convert methods

  LeLoMAu

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Commits on Apr 19, 2024

• Set bias to 0 (removing n0 and n1) + set weight to 1 + used equality on left False on TreeNode + Fixed formatting issues

  LeLoMAu

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• Merge remote-tracking branch 'upstream/main' into xgb_adapter

  LeLoMAu

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Commits on Apr 18, 2024

• Supporting both <= and < for feature splits at tree nodes

  groshanlal

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Commits on Apr 16, 2024

• Added adapter for xgboost XGBClassifier - tested with xgboost 2.0.3

  LeLoMAu

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Commits on Mar 27, 2024

• Resolving DivisionByZero error in log statement

  groshanlal

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Commits on Jan 4, 2024

• Adding downloads badge

  groshanlal

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Commits on Jan 3, 2024

• Updated docs related to local explanations using explain_instance_with_rules()

  groshanlal

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• Adding sphinx-rtd-theme dependency to docs

  groshanlal

  committed
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• Adding a method for local instance-level explanations

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Commits on Aug 31, 2023

• Releasing new version

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• Updating README on jaccard threshold parameter

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Commits on Aug 29, 2023

• Updating the paper reference in docs

  groshanlal

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Commits on Aug 27, 2023

• Turning off pruning rules by dropping terms and subsetting

  groshanlal

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• Cleaning up the code to convert scikit model to xgb model

  groshanlal

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Commits on Aug 25, 2023

• Modifying gitignore to include text files

  groshanlal

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Commits on Aug 18, 2023

• Added script to generate plots for the paper

  groshanlal

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• Updated scripts to run intrees experiments

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• Updated scripts to run defragtrees experiments

  groshanlal

  committed
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• Updated scripts to run te2rules experiments

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Commits on Apr 18, 2023

• Pruning solution rules by dropping terms in post-processing

  groshanlal

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• Removing rules that are fully contained in other rules in solutions

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Commits on Apr 17, 2023

• Removing null rules in stage 1

  groshanlal

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• Using jaccard similarity score to prevent joining similar rules

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  committed
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