Tll549 (Ethan)'s Exploratory Functions
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:
