v0.2.0

Version 0.2.0

User Guide

• 🔥 Add User Guide

sklift.models

• 💥 Add treatment interaction method to SoloModel approach by @AdiVarma27.

sklift.metrics

• 💥 Add uplift_by_percentile function by @ElisovaIra.
• 💥 Add weighted_average_uplift function by @ElisovaIra.
• 💥 Add perfect_uplift_curve function.
• 💥 Add perfect_qini_curve function.
• 🔨 Add normalization in uplift_auc_score and qini_auc_score functions.
• ❗ Remove metrics auuc and auqc. In exchange for them use respectively uplift_auc_score and qini_auc_score

sklift.viz

• 💥 Add plot_uplift_curve function.
• 💥 Add plot_qini_curve function.
• ❗ Remove plot_uplift_qini_curves.

Miscellaneous

• 💥 Add contributors in main Readme and in main page of docs.
• 💥 Add contributing guide.
• 💥 Add code of conduct.
• 📝 Reformat Tutorials page.
• 📝 Add github buttons in docs.
• 📝 Add logo compatibility with pypi.