Release Historyο
Legend for changelogsο
π₯ something big that you couldnβt do before.
π₯ something that you couldnβt do before.
π a miscellaneous minor improvement.
π¨ something that previously didnβt work as documented β or according to reasonable expectations β should now work.
βοΈ 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 0.5.1ο
sklift.modelsο
π Add docs page for ClassTransformationReg model.
sklift.datasetsο
π¨ Fix bug in fetch_x5 func.
User Guideο
π Add page for Transformed Outcome approach.
Version 0.5.0ο
sklift.modelsο
π₯ Add ClassTransformationReg model by @mcullan and @ElisovaIra.
π¨ Add the ability to process a series with different indexes in the TwoModels by @flashlight101.
sklift.metricsο
π₯ Add new metric Maximum profit uplift measure by @rooti123.
sklift.datasetsο
π₯ Add checker based on hash for all datasets by @flashlight101
π Add scheme of x5 dataframes.
Miscellaneousο
π Improve Chinese tags by @00helloworld
Version 0.4.1ο
sklift.datasetsο
π¨ Fix bug in dataset links.
π Add about a company section
Version 0.4.0ο
sklift.metricsο
π₯ Add make_uplift_scorer function for interacting with the module
sklearn.model_selection
by @wrapper228.π₯ Add new metric average_squared_deviation function by @Mogby.
sklift.vizο
π₯ Added the ability to draw multiple plot on the same graph of plot_uplift_curve function and plot_qini_curve function by @flashlight101.
sklift.datasetsο
π₯ Add new dataset fetch_megafon function by @ezhdi.
π Improve documentation of sklift.datasets by @flashlight101 and @ezhdi.
Miscellaneousο
π₯ Add new tutorial Example of usage model from sklift.models in sklearn.model_selection by @wrapper228.
π₯ Increased test coverage from 30% to 82% by @flashlight101 and @Ksyula
π Add EDA of available datasets on Tutorials page by @lyutov89, @ezhdi, @patpanda94 and @Ksyula.
π Imporve βRetailHero tutorialβ by @Ksyula.
Version 0.3.2ο
sklift.datasetsο
sklift.metricsο
π Fix docstring in uplift_by_percentile function by @ElisovaIra.
sklift.vizο
π¨ Fix bug in plot_uplift_preds function by @bwbelljr.
Miscellaneousο
π Change some images in βRetailHero tutorialβ.
Version 0.3.1ο
sklift.datasetsο
π¨ Fix bugs in sklift.datasets
sklift.metricsο
π Imporve uplift_by_percentile function by @ElisovaIra.
Miscellaneousο
π₯ Add tutorial βUplift modeling metricsβ by @ElisovaIra.
Version 0.3.0ο
sklift.datasetsο
π₯ Add sklift.datasets by @ElisovaIra, @RobbStarkk, @acssar, @tankudo, @flashlight101, @semenova-pd, @timfex
sklift.modelsο
π Add different checkers by @ElisovaIra
sklift.metricsο
π Add different checkers by @ElisovaIra
sklift.vizο
π Fix conflicting and duplicating default values by @denniskorablev
User Guideο
π Fix typos
Version 0.2.0ο
User Guideο
π₯ Add User Guide
sklift.modelsο
π₯ Add
treatment interaction
method to SoloModel approach by @AdiVarma27.
sklift.metricsο
π₯ Add uplift_by_percentile function by @ElisovaIra.
π₯ Add weighted_average_uplift function by @ElisovaIra.
π₯ Add perfect_uplift_curve function.
π₯ Add perfect_qini_curve function.
π¨ Add normalization in uplift_auc_score and qini_auc_score functions.
β Remove metrics
auuc
andauqc
. In exchange for them use respectively uplift_auc_score and qini_auc_score
sklift.vizο
π₯ Add plot_uplift_curve function.
π₯ Add plot_qini_curve function.
β Remove
plot_uplift_qini_curves
.
Miscellaneousο
π₯ Add contributors in main Readme and in main page of docs.
π₯ Add contributing guide.
π₯ Add code of conduct.
π Reformat Tutorials page.
π Add github buttons in docs.
π Add logo compatibility with pypi.
Version 0.1.2ο
sklift.modelsο
π¨ Fix bugs in TwoModels for regression problem.
π Minor code refactoring.
sklift.metricsο
π Minor code refactoring.
sklift.vizο
π₯ Add bar plot in plot_uplift_by_percentile by @ElisovaIra.
π¨ Fix bug in plot_uplift_by_percentile.
π Minor code refactoring.
Version 0.1.1ο
sklift.vizο
π₯ Add plot_uplift_by_percentile by @ElisovaIra.
π¨ Fix bug with import plot_treatment_balance_curve.
sklift.metricsο
π₯ Add response_rate_by_percentile by @ElisovaIra.
π¨ Fix bug with import uplift_auc_score and qini_auc_score.
π Fix typos in docstrings.
Miscellaneousο
π₯ Add tutorial βExample of usage model from sklift.models in sklearn.pipelineβ.
π Add link to Release History in main Readme.md.
Version 0.1.0ο
sklift.modelsο
sklift.metricsο
π₯ Add treatment_balance_curve by @spiaz.
βοΈ The metrics
auuc
andauqc
are now respectively renamed to uplift_auc_score and qini_auc_score. So,auuc
andauqc
will be removed in 0.2.0.βοΈ Add a new parameter
startegy
in uplift_at_k.
sklift.vizο
π₯ Add plot_treatment_balance_curve by @spiaz.
π fix typo in plot_uplift_qini_curves by @spiaz.
Miscellaneousο
βοΈ Remove sklift.preprocess submodule.
π₯ Add compatibility of tutorials with colab and add colab buttons by @ElMaxuno.
π₯ Add Changelog.
π Change the documentation structure. Add next pages: Tutorials, Release History and Hall of fame.