Version 0.0.3 - Properly Merged

[shlomihod]

0.0.3 (2019/04/10)

• Fairness in Classification

  • Three demographic fairness criteria

  • Independence

  • Separation

  • Sufficiency

  • Equalized odds post-processing algorithmic interventions

  • Complete two notebook demos (FICO and COMPAS)

• Words embedding bias

  • Measuring bias with WEAT method

• Documentation improvements

• Fixing security issues with dependencies