More sklearn-compatible metrics

[hoffmansc]

• Clean up bias scan/score
• Additional bias scan notebook reproducing COMPAS analysis from original paper
• Add differential fairness metrics (smoothed_edf, df_bias_amplification) #150
• Add metrics from AWS (class_imbalance, kl_divergence, conditional_demographic_disparity)
• Additional utility metrics (intersection, one_vs_rest)