fastai_tabular.py

from fastai.tabular.all import *
path = untar_data(URLs.ADULT_SAMPLE)
 
dls = TabularDataLoaders.from_csv(path/'adult.csv', path=path, y_names="salary",
    cat_names = ['workclass', 'education', 'marital-status', 'occupation',
                 'relationship', 'race'],
    cont_names = ['age', 'fnlwgt', 'education-num'],
    procs = [Categorify, FillMissing, Normalize])
 
learn = tabular_learner(dls, metrics=accuracy)
 
learn.fit_one_cycle(3)
 
learn.show_results()