yellowbrick
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DistrictDataLabs
Visual analysis and diagnostic tools to facilitate machine learning model selection.
This PR partially addresses #308. Changes: 1. Set up tests/test_gridsearch with basic tests based on examples/pbs929/gridsearch.ipynb. 2. Only one change was made to gridsearch code (the quick method's return was...
This PR refers to issue #604. It adds effect plots to 'yellowbrick/regressors'. It has the following features: 1. Auto identification of discrete and continuous columns. 2. Hyperparams for custom plots....
This PR fixes #316 and extends #954 to get it wrapped up. I have made the following changes: 1. Added documentation and tests 2. Refactored the quick method according to...
**Describe the issue** In #1232 we discovered that printing out a Visualizer in a notebook with the `KElbowVisualizer` was failing because calls to `get_params` were failing with an attribute error....
If not already considered or being developed it would be neat to have some standard diagnostic plots for linear regression analysis mainly a. residual vs fitted b. normal q-q c....
We should enhance the `PCADecomposition` visualizer to provide many of the features the `Manifold` visualizer provides, including things like: - [ ] Color points by class with a legend (See...
**Describe the solution you'd like** Borrowing from https://towardsdatascience.com/cheat-sheet-to-implementing-7-methods-for-selecting-optimal-number-of-clusters-in-python-898241e1d6ad The Clustering Visualizers should also include this two algos https://www.scikit-yb.org/en/latest/api/cluster/index.html P.S. There are more algorithms out there that does similar things, but...
**Describe the issue** The missing values visualizers are currently under the `contrib` module. Enhancements have been made to the missing values bar visualizer to be more robust to handle multiple...
**Describe the solution you'd like** It was proposed that we investigate the sklearn.feature_extraction.text. VectorizerMixin. This will make this DispersionPlot visualizer more like a Scikit-Learn text transformer, and will allow us...
Your website says that one of the contributions you are looking for is "Translate our documentation into another language." I can translate from English to Spanish. Which section of the...
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Visual analysis and diagnostic tools to facilitate machine learning model selection.