/
__init__.py
31 lines (30 loc) · 2.05 KB
/
__init__.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
# Copyright 2018, The TensorFlow Federated Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Libraries for running Federated Learning simulations."""
from tensorflow_federated.python.simulation import datasets
from tensorflow_federated.python.simulation import models
from tensorflow_federated.python.simulation.checkpoint_manager import FileCheckpointManager
from tensorflow_federated.python.simulation.client_data import ClientData
from tensorflow_federated.python.simulation.csv_manager import CSVMetricsManager
from tensorflow_federated.python.simulation.file_per_user_client_data import FilePerUserClientData
from tensorflow_federated.python.simulation.from_tensor_slices_client_data import FromTensorSlicesClientData
from tensorflow_federated.python.simulation.hdf5_client_data import HDF5ClientData
from tensorflow_federated.python.simulation.iterative_process_compositions import compose_dataset_computation_with_computation
from tensorflow_federated.python.simulation.iterative_process_compositions import compose_dataset_computation_with_iterative_process
from tensorflow_federated.python.simulation.metrics_manager import MetricsManager
from tensorflow_federated.python.simulation.sampling_utils import build_uniform_client_sampling_fn
from tensorflow_federated.python.simulation.server_utils import run_server
from tensorflow_federated.python.simulation.server_utils import server_context
from tensorflow_federated.python.simulation.tensorboard_manager import TensorBoardManager
from tensorflow_federated.python.simulation.transforming_client_data import TransformingClientData