5.1.1.4.1.5. FedEval.dataset.FedMatrix

5.1.1.4.1.5.1. Module Contents

5.1.1.4.1.5.1.1. Classes

FedVerticalMatrix	By default, FedData produces datasets for horizontal federated learning
wine	By default, FedData produces datasets for horizontal federated learning
mnist_matrix	By default, FedData produces datasets for horizontal federated learning
synthetic_matrix_horizontal	By default, FedData produces datasets for horizontal federated learning
synthetic_matrix_vertical	By default, FedData produces datasets for horizontal federated learning
synthetic_matrix_horizontal_memmap	By default, FedData produces datasets for horizontal federated learning
ml25m_matrix	By default, FedData produces datasets for horizontal federated learning
vertical_linear_regression	By default, FedData produces datasets for horizontal federated learning
vertical_linear_regression_memmap	By default, FedData produces datasets for horizontal federated learning
ml25m_matrix_memmap	By default, FedData produces datasets for horizontal federated learning
ml100k_lr	By default, FedData produces datasets for horizontal federated learning

5.1.1.4.1.5.1.2. Functions

load_synthetic(m, n, alpha)
load_synthetic_large_scale(m, n, alpha)

class FedEval.dataset.FedMatrix.FedVerticalMatrix

Bases: FedEval.dataset.FedDataBase.FedData, abc.ABC

By default, FedData produces datasets for horizontal federated learning

non_iid_data(*args)

iid_data(save_file=True)

class FedEval.dataset.FedMatrix.wine

Bases: FedVerticalMatrix

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.mnist_matrix

Bases: FedVerticalMatrix

By default, FedData produces datasets for horizontal federated learning

load_data()

FedEval.dataset.FedMatrix.load_synthetic(m, n, alpha)

FedEval.dataset.FedMatrix.load_synthetic_large_scale(m, n, alpha)

class FedEval.dataset.FedMatrix.synthetic_matrix_horizontal

Bases: FedEval.dataset.FedDataBase.FedData

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.synthetic_matrix_vertical

Bases: FedEval.dataset.FedDataBase.FedData

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.synthetic_matrix_horizontal_memmap

Bases: FedEval.dataset.FedDataBase.FedData

By default, FedData produces datasets for horizontal federated learning

load_data()

iid_data(save_file=True)

class FedEval.dataset.FedMatrix.ml25m_matrix

Bases: FedEval.dataset.FedDataBase.FedData

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.vertical_linear_regression

Bases: FedVerticalMatrix

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.vertical_linear_regression_memmap

Bases: FedVerticalMatrix

By default, FedData produces datasets for horizontal federated learning

load_data()

iid_data(save_file=True)

class FedEval.dataset.FedMatrix.ml25m_matrix_memmap

Bases: vertical_linear_regression_memmap

By default, FedData produces datasets for horizontal federated learning

load_data()

class FedEval.dataset.FedMatrix.ml100k_lr

Bases: FedVerticalMatrix

By default, FedData produces datasets for horizontal federated learning

load_data()