v0.2.1

v0.2.1 (2019-07-02)

Full Changelog

Changed

• Remove Keras and seaborn from install requirements and create optional [examples] extras_require
• Remove python-opencv dependency in favour of PIL
• Improve type checking with unimported modules - now requires python>3.5.1
• Add some tests for alibi.datasets

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)

First release

Change Log

v0.1.0 (2019-05-03)

Closed issues:

• Migrate CI to Travis post release #46
• Trust scores #39
• Make explicit Python>=3.5 requirement before release #18
• Remove dependency on LIME #17
• Set up CI #5
• Set up docs #4

Merged pull requests:

• Update theme_overrides.css #66 (ahousley)
• Add logo and trustscore example #65 (jklaise)
• Readme #64 (jklaise)
• Trustscore MNIST example #62 (arnaudvl)
• Fix broken links to methods notebooks #61 (jklaise)
• Initial Travis integration #60 (jklaise)
• Add tensorflow to doc generation for type information #59 (jklaise)
• Add numpy as a dependency to doc building for type information #58 (jklaise)
• Autodoc mocking imports #57 (jklaise)
• Avoid importing library for version #56 (jklaise)
• Add full requirement file for documentation builds #55 (jklaise)
• Focus linting and type checking on the actual library #54 (jklaise)
• Trust score high level docs and exposing confidence in alibi #53 (jklaise)
• fix bug getting imagenet data #52 (arnaudvl)
• WIP: Flatten explainer hierarchy #50 (jklaise)
• Add missing version file #48 (jklaise)
• Fix package version from failing install #47 (jklaise)
• trust scores #44 (arnaudvl)
• WIP: High level docs #43 (jklaise)
• WIP: CEM and Anchor docs #40 (arnaudvl)
• WIP: CEM #36 (arnaudvl)
• Counterfactuals #34 (gipster)
• Refactoring counterfactuals to split work #32 (jklaise)
• Counterfactuals #31 (gipster)
• Clean up #29 (jklaise)
• Make minimum requirements versions for testing and CI #27 (jklaise)
• Add Python >= 3.5 requirement #26 (jklaise)
• Change CI test commands to use correct dependencies #21 (jklaise)
• add anchor image #20 (arnaudvl)
• Anchor text #15 (arnaudvl)
• Add support for rendering notebooks using nbsphinx and nbsphinx-link #14 (jklaise)
• WIP: Sphinx configuration #11 (jklaise)
• Ignore missing mypy imports globally for now #10 (jklaise)
• Add mypy to CI and create code style guidelines #9 (jklaise)
• Flake8 setup #8 (jklaise)
• Initial CI & docs setup #6 (jklaise)
• Anchor #3 (arnaudvl)
• Create initial package skeleton #2 (jklaise)
• Add licence #1 (jklaise)

* This Change Log was automatically generated by github_changelog_generator%