advertion 0.1.0a2

A tiny framework to perform adversarial validation of your training and test data.

adversarial-validation

A tiny framework to perform adversarial validation of your training and test data.

Install

The recommended installation is via pip:

pip install advertion

(advertion stands for adversarial validation)

Usage

from advertion import validate

train = pd.read_csv("...")
test = pd.read_csv("...")

are_similar = validate(
    train=train,
    test=test,
    target="label",
)
# are_similar = True: train and test are following the same underlying distribution.
# are_similar = False: test dataset exhibits a different underlying distribution than train dataset.