flex.datasets package

Submodules

flex.datasets.federated_datasets module

Copyright (C) 2024 Instituto Andaluz Interuniversitario en Ciencia de Datos e Inteligencia Computacional (DaSCI).

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.

flex.datasets.federated_datasets.federated_celeba(out_dir: str = '.', return_test=False)

flex.datasets.federated_datasets.federated_emnist(out_dir: str = '.', split='digits', return_test=False)

flex.datasets.federated_datasets.federated_sentiment140(out_dir: str = '.', return_test=False, **kwargs)

flex.datasets.federated_datasets.federated_shakespeare(out_dir: str = '.', return_test=False)

flex.datasets.flexible_datasets module

Copyright (C) 2024 Instituto Andaluz Interuniversitario en Ciencia de Datos e Inteligencia Computacional (DaSCI).

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.

flex.datasets.flexible_datasets.list_datasets()

Function that returns the available datasets in FLEXible. Returns: A list with the available datasets. ——-

flex.datasets.flexible_datasets.load(name, *args, **kwargs)

Function that loads every dataset builtin into the framework :param name:

flex.datasets.standard_datasets module

Copyright (C) 2024 Instituto Andaluz Interuniversitario en Ciencia de Datos e Inteligencia Computacional (DaSCI).

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.

flex.datasets.standard_datasets.emnist(out_dir: str = '.', split='digits', include_authors=False)

flex.datasets.standard_datasets.shakespeare(out_dir: str = '.', include_actors=False)

Module contents

Copyright (C) 2024 Instituto Andaluz Interuniversitario en Ciencia de Datos e Inteligencia Computacional (DaSCI)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see <https://www.gnu.org/licenses/>.