Quickstart guide

Installation

pip install pcntoolkit

Example usage

from pcntoolkit import {load_fcon, BLR, NormativeModel}

fcon1000 = load_fcon()

train, test = fcon1000.train_test_split()

# Create a BLR model with heteroskedastic noise
model = NormativeModel(BLR(heteroskedastic=True),
                    inscaler='standardize',
                    outscaler='standardize')

model.fit_predict(train, test)