DistrictDataLabs/yellowbrick v1.5

Version 1.5

on GitHub

Deployed: Sunday, August 21, 2022
Current Contributors: @stefmolin, @pdamodaran, @SangamSwadiK, @davidgilbertson, @lwgray, @bbengfort, @admo1, @charlesincharge, @uricod, @pdeziel, @rebeccabilbro

Major:

• Added WordCorrelationPlot Visualizer
• Built tests for using sklearn pipeline with visualizers
• Allowed Marker Style to be specified in Validation Curve Visualizer
• Fixed get_params for estimator wrapper to prevent AttributeError
• Updated missing values visualizer to handle multiple data types and work on both numpy arrays and pandas data frames.
• Added pairwise distance metrics to scoring metrics in KElbowVisualizer

Minor

• Pegged Numba to v0.55.2
• Updated Umap to v0.5.3
• Fixed Missing labels in classification report visualizer
• Updated Numpy to v1.22.0

Documentation

• The Spanish language Yellowbrick docs are now live: https://www.scikit-yb.org/es/latest/
• Added Dropping curve documentation
• Added new example Notebook for Regression Visualizers
• Fixed Typo in PR section of getting started docs
• Fixed Typo in rank docs
• Updated docstring in kneed.py utility file
• Clarified how to run make html in PR template

Infrastructure

• Added ability to run linting Actions on PRs
• Implemented black code formatting as pre-commit hook