Merge branch 'feature/changelog' into dev

Author: maks-sh

docs/changelog.md

@@ -12,16 +12,19 @@
 
 ### [sklift.viz](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html)
 
-* 🔨 Fix bug with import [plot_treatment_balance_curve](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html#sklift.viz.base.plot_treatment_balance_curve)
+* 💥 Add [plot_uplift_by_percentile](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html#sklift.viz.base.plot_uplift_by_percentile) by [@ElisovaIra](https://github.com/ElisovaIra).
+* 🔨 Fix bug with import [plot_treatment_balance_curve](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html#sklift.viz.base.plot_treatment_balance_curve).
 
 ### [sklift.metrics](https://scikit-uplift.readthedocs.io/en/latest/api/metrics.html)
 
+* 💥 Add [response_rate_by_percentile](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html#sklift.metrics.metrics.response_rate_by_percentile) by [@ElisovaIra](https://github.com/ElisovaIra).
 * 🔨 Fix bug with import [uplift_auc_score](https://scikit-uplift.readthedocs.io/en/latest/api/metrics.html#sklift.metrics.metrics.uplift_auc_score) and [qini_auc_score](https://scikit-uplift.readthedocs.io/en/latest/metrics.html#sklift.metrics.metrics.qini_auc_score).
-* 📝 Fix typos in docstrings
+* 📝 Fix typos in docstrings.
 
 ### Miscellaneous
 
-* 📝 Add link to Release History in main Readme.md
+* 💥 Add tutorial ["Example of usage model from sklift.models in sklearn.pipeline"](https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_EN.ipynb).
+* 📝 Add link to Release History in main Readme.md.
 
 ## Version 0.1.0
 
@@ -34,6 +37,7 @@
 
 * 💥 Add [treatment_balance_curve](https://scikit-uplift.readthedocs.io/en/latest/api/metrics.html#sklift.metrics.metrics.treatment_balance_curve) by [@spiaz](https://github.com/spiaz).
 * ❗️ The metrics `auuc` and `auqc` are now respectively renamed to [uplift_auc_score](https://scikit-uplift.readthedocs.io/en/latest/api/metrics.html#sklift.metrics.metrics.uplift_auc_score) and [qini_auc_score](https://scikit-uplift.readthedocs.io/en/latest/metrics.html#sklift.metrics.metrics.qini_auc_score). So, `auuc` and `auqc` will be removed in 0.2.0.
+* ❗️ Add a new parameter `startegy` in [uplift_at_k](https://scikit-uplift.readthedocs.io/en/latest/metrics.html#sklift.metrics.metrics.uplift_at_k).
 
 ### [sklift.viz](https://scikit-uplift.readthedocs.io/en/latest/api/viz.html)