PythonDataScienceHandbook
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jakevdp
Python Data Science Handbook: full text in Jupyter Notebooks
The `columns` argument is redundant, so delete it.
Updates all notebooks in chapter 5 to be compatible with newest package versions 2020.05. Tested in `Windows/Linux/Mac` + `Anaconda`/`Docker jupyter/scipy-notebook` + `Google Colab` Necessary because of recent major `scipy` revisions.
Using sklearn.__version__ '0.22.1' An error is returned executing the example for Imputation of Missing Data  Changing imports resolves the issue. > from sklearn.impute import SimpleImputer
```python from sklearn.gaussian_process import GaussianProcess ``` Which show the Error message: `ImportError: cannot import name 'GaussianProcess'` It may be raised by this function has been removed from the latest sklearn...
2020-04-02 18:50:39.122 [Info] > XCGLogger writing log to: file:///var/mobile/Containers/Data/Application/0D797F25-A8F8-4FFC-9AE9-E1EB9D433EEB/Library/Caches/Logs/browser.20200402T185039-0400.log 2020-04-02 18:50:39.122 [Info] [RollingFileLogger.swift:46] newLogWithDate(_:) > Created file destination for logger with root: browser and timestamp: 2020-04-02 22:50:39 +0000 2020-04-02 18:50:39.182...
The table mentioning different data types and their shorthand encodings has a typo for floating point. ``np.dtype('f8') == np.float64`` [instead of ``np.int64``]
