Compocyte.core.models.log_reg

Logistic regression wrapper used as a lightweight local classifier.

Provides a simple scikit-learn logistic regression interface adapted to the package conventions (load/save helpers, label encoders, and prediction helpers).

class Compocyte.core.models.log_reg.LogisticRegression(labels=None, labels_enc=None, labels_dec=None, model=None, C=1.0, solver='sag', max_iter=1000, n_jobs=None, logreg_kwargs={}, **kwargs)

Bases: object

predict_logits(x) → numpy.array