Getting Started#

Installation#

Install calfcv directly from PyPI:

pip install calfcv

Basic Usage#

calfcv exposes standard Scikit-Learn estimator classes:

from calfcv import CalfCV
from sklearn.datasets import make_classification
from sklearn.model_selection import train_test_split

X, y = make_classification(n_samples=500, n_features=20, random_state=42)
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=42)

model = CalfCV()
model.fit(X_train, y_train)
print("Selected features:", model.weight_vec_)