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

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Thanks to @georgerichardson we have an explained variance visualizer for PCA decomposition. This needs to be wrapped up as follows: *Note to contributors: items in the below checklist don't need...

type: feature
priority: medium
level: intermediate

The following improvements can be made to the manifold visualizer: *Note to contributors: items in the below checklist don't need to be completed in a single PR; if you see...

type: feature
level: novice

It would be helpful to allow coloring of points in the plot by either continuous or categorical variables. These aesthetics could help identify if there are any commonalities among variables...

type: feature

**Example** The Anscombe example subplots in anscombe.py are correctly generated but there is a warning from matplotlib (3.0.3). For context, the argument to the `c` parameter is a 3-tuple. `'c'...

type: technical debt

We've recently been having [some issues](https://github.com/DistrictDataLabs/yellowbrick/issues/902#issuecomment-508462537) ensuring that all of our dependencies are passing tests since our CI only tests the latest version. Currently, our tests have good coverage but...

priority: low
type: technical debt

This PR fixes #498 and adds support for `Pipelines` in most `ScoreVisualizers`. It also adds some automatic checking extending functionality described in #180. I have made the following changes: 1....

@pbs929 completed a GridSearch Visualizer as per #12 in #261 but there are still a couple of steps to get this fully completed. *Note to contributors: items in the below...

type: feature
level: novice

**Describe the solution you'd like** I work with text data a lot and am very excited about the new [`DispersionPlots`](http://www.scikit-yb.org/en/latest/api/text/dispersion.html)! As a future feature, it would be very useful to...

type: feature
level: intermediate

**Describe the solution you'd like** Upgrade `manual_legend` to match line/marker style of plotted points by enabling simple circles and lines with Line2D patches. **Is your feature request related to a...

type: feature
level: novice

Need label rotation to angled text when there are too many categorical labels on an axis (example: ClassBalance report) This was identified by [email protected] in their user study response.

type: bug
type: feature
level: intermediate