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Python Data Science Handbook: full text in Jupyter Notebooks

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https://github.com/jakevdp/PythonDataScienceHandbook/blob/8a34a4f653bdbdc01415a94dc20d4e9b97438965/notebooks/00.00-Preface.ipynb?short_path=7d635a8#L115

I want to try this example but couldn't find the csv dataset. Where to get this ??

from sklearn.gaussian_process import GaussianProcess model = lambda x: x * np.sin(x) xdata = np.array([1, 3, 5, 6, 8]) ydata = model(xdata) **gp = GaussianProcess(corr='cubic', theta0=1e-2, thetaL=1e-4, thetaU=1E-1, random_start=100)** gp.fit(xdata[:, np.newaxis],...

In 01.08 - Web ressources section Link to "A gallery of interesting Jupyter Notebooks" changed. Old link still propose to redirect to the new one.

Bumps [pillow](https://github.com/python-pillow/Pillow) from 3.4.2 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

Edited 'How to Use' Section

On the [Vectorized String Operations page](http://nbviewer.jupyter.org/github/jakevdp/PythonDataScienceHandbook/blob/master/notebooks/03.10-Working-With-Strings.ipynb#Example:-Recipe-Database) the downloaded ```.json``` recipe book is empty.

Under Ch 3: Introducing Pandas Objects, the output shown is different than the output I get when I run the same line of code: As written in the book: >...