v0.1.0

Version 0.1.0

sklift.models

• 📝 Fix typo in TwoModels docstring by @spiaz.
• 📝 Improve docstrings and add references to all approaches.

sklift.metrics

• 💥 Add treatment_balance_curve by @spiaz.
• ❗️ The metrics auuc and auqc are now respectively renamed to uplift_auc_score and qini_auc_score. So, auuc and auqc will be removed in 0.2.0.
• ❗️ Add a new parameter startegy in uplift_at_k.

sklift.viz

• 💥 Add plot_treatment_balance_curve by @spiaz.
• 📝 fix typo in plot_uplift_qini_curves by @spiaz.

Miscellaneous

• ❗️ Remove sklift.preprocess submodule.
• 💥 Add compatibility of tutorials with colab and add colab buttons by @ElMaxuno.
• 💥 Add Changelog.
• 📝 Change the documentation structure. Add next pages: Tutorials, Release History and Hall of fame.