Download Latest Version Version 1.5 source code.zip (32.2 MB)
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README.md 2022-08-21 1.4 kB
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Version 1.5 source code.tar.gz 2022-08-21 31.3 MB
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Version 1.5 source code.zip 2022-08-21 32.2 MB
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Totals: 3 Items   63.5 MB 0

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
Source: README.md, updated 2022-08-21