v0.2.0

v0.2.0 (2019-05-24)

Full Changelog

New features:

• Counterfactual instances #78 (jklaise)
• Prototypical counterfactuals #86 (arnaudvl)

Implemented enhancements:

• Return nearest not predicted class for trust scores #63
• Migrate Keras dependency to tf.keras #51
• Add warning when no anchor is found #30
• add anchor warning #74 (arnaudvl)
• Return closest not predicted class for trust scores #67 (arnaudvl)

Closed issues:

• Build docs on Travis #70
• High level documentation for 0.1 #37
• Counterfactual explainers #12

Merged pull requests:

• Update example #100 (jklaise)
• Revert "Don't mock keras for docs" #99 (jklaise)
• Don't mock keras for docs #98 (jklaise)
• Cf #97 (jklaise)
• Cf #96 (jklaise)
• Cf #95 (jklaise)
• Cf #94 (jklaise)
• Cf #92 (jklaise)
• Cf #90 (jklaise)
• Cf #88 (jklaise)
• Add return type for counterfactuals #87 (jklaise)
• prototypical counterfactuals #86 (arnaudvl)
• Remove unnecessary method, rename loss minimization #85 (jklaise)
• Cf #84 (jklaise)
• Fix linting and remove old statsmodels tests #82 (jklaise)
• Some style and test fixes #81 (jklaise)
• Influence functions current work #79 (jklaise)
• WIP: Counterfactual instances #78 (jklaise)
• Counterfactual work so far #77 (jklaise)
• Add additional Python versions to CI #73 (jklaise)
• Add building docs and the Python package in CI #72 (jklaise)
• Bump master version to 0.1.1dev #68 (jklaise)