Andreas Mueller comments

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                                            Andreas Mueller

not able convert compent.reshape(image_shape) page 154

What's the content of `image_shape`? I assume you have a typo somewhere.

Issue with Input[39]

Thank you for the issue. Which version of sklearn are you using? Can you please give the output of ``sklearn.show_versions()``?

Issue with Input[39]

Ok so the issue is that the solver in scikit-learn changed from liblinear to lbfgs. However, the new solver is more accurate. If the data was scaled, the two solvers...

Error on preamble import

Hi! How did you download the notebooks? The preamble file should be included with the notebooks in the same folder. Hth, Andy

Show how features derived from kmeans seperate the two half-moon

Thanks, that might indeed be a useful addition for the next print.

Problem with plt.boxplot(X_train, manage_xticks= False)

That must have been a change in the matplotlib API at some point. I'll keep it open as it needs to be fixed in the book.

Difference with respect to ml-workshop-x-of-4

the x-of-4 would be my recommendation. The first 3 are core material, the last one is a mix of advanced topics. The main difference is that the 1) is a...

Difference with respect to ml-workshop-x-of-4

Cool. Yes, that's definitely more condensed. Hope you like the materials. Actually we can keep this open, it's not very clear from the repositories.

issue in accessing mglearn package

Indeed, all the examples need to be rewritten with a different dataset. Ideally with Ames, but that requires changing the flow of the book quite a bit. I'm not sure...

issue in accessing mglearn package

I tried to do the workaround for now and published it to pypi. Can you please try again?