yellowbrick

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plotting different imputing strategy

11

Note: The idea is inspired from a lecture of andreas muller. **Describe the solution you'd like** The idea is to have a visual look on how closely a particular imputer...

greatsharma

Improvements to PrecisionRecallCurve

6

There are a few things that can be updated in the `PrecisionRecallCurve` visualizer: - [x] allow the user to specify colors as a list of colors or a colormap and...

bbengfort

Improvements to K-Elbow Visualizer

11

The following tasks from #91 are left over to finalize the implementation of the `KElbowVisualizer ` and improve it. *Note to contributors: items in the below checklist don't need to...

bbengfort

Effect Plot for Linear Models

11

**Describe the solution you'd like** Would love to have an Effect Plot for aiding with interpreting linear models. I realize that a feature importance plot does some of this. An...

mattharrison

Tree-Depth Plots

2

For random forest hyperparameter tuning. See [Finding Similar Days for Air Traffic Management](https://cloudfront.escholarship.org/dist/prd/content/qt0dn6d6h9/qt0dn6d6h9.pdf) for examples. Create a parameter to set the y-axis to either concordance index or brier score: http://scikit-learn.org/stable/modules/generated/sklearn.metrics.brier_score_loss.html...

bbengfort

Animated Feature Visualizers

7

Without too much work, it appears that we can create an animated image that captures changes to a dataset over time or some series related domain. We could accomplish this...

ndanielsen

Allow ModelVisualizers to wrap Pipeline objects

4

**Describe the solution you'd like** Our model visualizers expect to wrap classifiers, regressors, or clusters in order to visualize the model under the hood; they even do checks to ensure...

bbengfort

Update tests to use windows_tol instead of conditional tolerances

2

Now that #864 has been merged in, we have an argument, `windows_tol`, for `assert_images_similar`, which will allow us to keep our tests robust for our most common operating systems and...

rebeccabilbro

Importing yellowbrick changes global matplotlib styles

7

**UPDATE**: After some investigation, we've discovered that Seaborn has rolled back their automatic style changes on import, and we should probably do the same. To fix this issue the following...

cac04

Update examples.ipynb to include new Visualizers

22

I noticed that the examples.ipynb was out-of-date. Here are the things that need to be changed/updated. - [ ] Include new visualizers - Class Prediction Error - CVScores - Manifold...

lwgray