Release History¶

Legend for changelogs¶

🔥 something big that you couldn’t do before.
💥 something that you couldn’t do before.
📝 a miscellaneous minor improvement.
🔨 something that previously didn’t work as documentated – or according to reasonable expectations – should now work.
❗️ you will need to change your code to have the same effect in the future; or a feature will be removed in the future.

Version 0.3.2¶

sklift.datasets ¶

🔨 Fix bug in fetch_x5 function by @Muhamob.

sklift.metrics ¶

📝 Fix docstring in uplift_by_percentile function by @ElisovaIra.

sklift.viz ¶

🔨 Fix bug in plot_uplift_preds function by @bwbelljr.

Miscellaneous¶

📝 Change some images in “RetailHero tutorial”.

Version 0.3.1¶

sklift.datasets ¶

🔨 Fix bugs in sklift.datasets

sklift.metrics ¶

📝 Imporve uplift_by_percentile function by @ElisovaIra.

Miscellaneous¶

💥 Add tutorial “Uplift modeling metrics” by @ElisovaIra.

Version 0.3.0¶

sklift.datasets ¶

🔥 Add sklift.datasets by @ElisovaIra, @RobbStarkk, @acssar, @tankudo, @flashlight101, @semenova-pd, @timfex

sklift.models ¶

📝 Add different checkers by @ElisovaIra

sklift.metrics ¶

📝 Add different checkers by @ElisovaIra

sklift.viz ¶

📝 Fix conflicting and duplicating default values by @denniskorablev

User Guide ¶

📝 Fix typos

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.

Version 0.1.2¶

sklift.models ¶

🔨 Fix bugs in TwoModels for regression problem.
📝 Minor code refactoring.

sklift.metrics ¶

📝 Minor code refactoring.

sklift.viz ¶

💥 Add bar plot in plot_uplift_by_percentile by @ElisovaIra.
🔨 Fix bug in plot_uplift_by_percentile.
📝 Minor code refactoring.

Version 0.1.1¶

sklift.viz ¶

💥 Add plot_uplift_by_percentile by @ElisovaIra.
🔨 Fix bug with import plot_treatment_balance_curve.

sklift.metrics ¶

💥 Add response_rate_by_percentile by @ElisovaIra.
🔨 Fix bug with import uplift_auc_score and qini_auc_score.
📝 Fix typos in docstrings.

Miscellaneous¶

💥 Add tutorial “Example of usage model from sklift.models in sklearn.pipeline”.
📝 Add link to Release History in main Readme.md.

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.