Responsibly

Latest version: v0.1.3

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0.1.2

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- Fix Travis CI issues with pipenv

- Fix bugs with word embedding bias

0.1.1

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- Fix a dependencies issue with ``smart_open``

- Change URLs to https

0.1.0

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- Rename the project to ``responsibly`` from ``ethically``

- Word embedding bias

- Improve functionality of ``BiasWordEmbedding``

- Threshold fairness interventions

- Fix bugs with ROCs handling
- Improve API and add functionality (``plot_thresholds``)

0.0.5

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- Word embedding bias

- Fix bug in computing WEAT

- Computing and plotting factual property
association to projections on a bias direction,
similar to WEFAT

0.0.4

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- Word embedding bias

- Unrestricted ``most_similar``

- Unrestricted ``generate_analogies``

- Running specific experiments with ``calc_all_weat``

- Plotting clustering by classification
of biased neutral words

0.0.3

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- Fairness in Classification

- Three demographic fairness criteria

- Independence
- Separation
- Sufficiency

- Equalized odds post-processing algorithmic interventions
- Complete two notebook demos (FICO and COMPAS)

- Word embedding bias

- Measuring bias with WEAT method

- Documentation improvements

- Fixing security issues with dependencies

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