Tll549 (Ethan)'s Exploratory Functions

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In summary, it generates a metadata dataframe (like above) that summarize everything using one line TEF.dfmeta. It also include a few one line function that you can

• auto_set_dtypes
• plot_1var: plot univariate plots for every columns
• fit: fit default machine learning models by doing everything with default setting

With these, you can generate a metadata dataframe in another file as a data dictionary, with variable descriptions, feature importance of your trained model and a quick summary plot. See quick start in my blog for more detail.

Please read:

Quick start with the titanic dataset

Documentation

Release Notes

• https://github.com/tll549/TEF
• https://pypi.org/project/TEF/