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

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When we deployed v1.5 we received the following warnings and deprecation errors: ``` python setup.py sdist bdist_wheel /Users/benjamin/.pyenv/versions/3.10.2/envs/yellowbrick/lib/python3.10/site-packages/setuptools/dist.py:717: UserWarning: Usage of dash-separated 'description-file' will not be supported in future versions....

type: task
priority: high
level: expert

**Describe the bug** the latest version of matplotlib does not allow the use of use_line_collection. I'm doing a PR where errors are generated because I have matplotlib and yellowbrics (indirect...

Hi! I've tried to install the InterclusterDistance and execute the example provided in the tutorials (code below) but I am getting the following error AttributeError: 'NoneType' object has no attribute...

Interactive visualisations, such as those generated by plotly, provide additional information on hover. While the current static matplotlib plots are great, I feel the interactive nature of plotly plots will...

**Describe the solution you'd like** In the PCA biplot, add a possibility to **change the colors** (and other properties) of arrows that represent features and their labels. This could be...

**Describe the bug** Can't plot class report with trained model I have fitted model, y_test, y_pred, X_train=X_train, y_train=y_train, X_test= X_test, y_test=y_test. run this code. catboost_model = catboost_12 #trained in pycaret...

Hello! I try to do a simple example like: ``` from sklearn.datasets import load_digits from sklearn.model_selection import train_test_split as tts from sklearn.linear_model import LogisticRegression from yellowbrick.classifier import ConfusionMatrix # We'll...

This PR fixes #1303, which reported that they could not use GMM as a clustering model with Silhouette Visualizer. They received this traceback: `yellowbrick.exceptions.YellowbrickTypeError: The supplied model is not a...

This is a required step as `Pipeline._validate_steps` method is not called by scikit-learn during construction, but it's expected by tests. I tried running it with scikit-learn v1.2.2 and scikit-learn v1.3.0....

Bumps [scipy](https://github.com/scipy/scipy) from 1.8.0 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...

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