fal-framework 0.1.0

Federated Adversarial Learning framework.

FAL Framework

Federated Adversarial Learning framework for running federated learning experiments with clean, adversarial, and mixed training modes.

Install

pip install fal-framework

Use

from sklearn.linear_model import LogisticRegression
from fal import FAL

fal = FAL(
    dataset="wine",
    model=LogisticRegression(max_iter=1000),
    trainer_type="clean",
    metrics=["accuracy", "f1"],
    num_clients=3,
    num_rounds=3,
    fl_algorithm="fedavg",
)

result = fal.run()