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Python Data Science Handbook: full text in Jupyter Notebooks

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…rocessing.Imputer estimator which is now removed. The import statement and three instances of Imputer --> SimpleImputer are changed in this commit.

The code is found in the a/m. Encountering error: cannot unpack non-iterable numpy.float64 object Error in callback (for post_execute): It is related to draw_ellipse(model.means_[0], model.covariances_[0], ax[i], alpha=0.2) When model.covariance passed...

I think I discovered a small bug when running cell 17. The MultiIndex constructor takes "codes" not "labels" as its input when doing the internal encoding. Tested on pandas 2.2.2....

Static images are in the `notebooks/figures` folder (and referenced with this path in the website) - but the Notebooks themselves use `images/` as the folder prefix in Markdown cells referencing...

We are also suffering from this git pandemic.