FedTSC-FedST

Souce code of the paper "FedST: Secure Federated Shapelet Transformation for (Interpretable) Time Series Classification".

Import

from FedST import ContractedFederatedShapeletTransform

Initialization

fedst = ContractedFederatedShapeletTransform(time_contract_in_mins=60)

Federated training and transformation

fedst.fit(X, y)
X_transform = fedst.transform(X)

Local transformation

X_transform_locally = fedst.transform_locally(X)