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Visual analysis and diagnostic tools to facilitate machine learning model selection.

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This PR fixes #456 which requested a pre-commit hook for `black`. I have made the following changes: 1. Added `.pre-commit-config.yaml` to configure pre-commit hooks. ### Setup and Examples Since we...

Contributors icon added on Readme.md This PR fixes #issue_number _(If you are fixing a bug)_ which reported a bug that caused a problem to occur when users... _(or if you...

This PR fixes #1264 by updating numpy to the latest version I have made the following changes: 1. Updated numpy to 1.22.0

Bumps [numpy](https://github.com/numpy/numpy) from 1.21.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

There are some visualizers that require additional work in order to write sklearn pipeline test. It is likely that the underlying visualizer needs to expose learned attributes needed to generate...

level: intermediate

**Describe the issue** We updated the Validation curve so that you can change the marker style. #1258 Now, we need to update the Validation curve documentation to state this new...

type: documentation

In order to avoid style-related comments when discussing code with contributors, I propose that we implement the [black](https://github.com/ambv/black) python code formatter as a pre-commit requirement for development. This will potentially...

type: task
level: expert
contagious

**Describe the bug** I'm running the code from the Feature Importance example on the [website](https://www.scikit-yb.org/en/latest/api/model_selection/importances.html). Here is the code I used: ``` X = pd.DataFrame({'BILL_AMT3': {0: 689, 1: 2682, 2:...

**Describe the bug** I'm running a ResidualsPlot on an LinearRegression Estimator that is already fitted using sklearn. The Estimator was fitted using an X_train DataFrame including column names, and a...

[This is a redo of pull request #1094, since I (the contributor of the original PR) accidentally deleted the fork referenced by that PR.] [One change from the original PR:...