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Code in doc is adapted from
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Code in scripts/format.sh is adapted from
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Copyright 2017 The Ray Authors.

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you may not use this file except in compliance with the License.
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Code in .style.yapf is adapted from
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Code in  federatedscope/cv/trainer/__init__.py adapted from
https://github.com/pyg-team/pytorch_geometric (MIT License)

Copyright (c) 2021 Matthias Fey, Jiaxuan You <matthias.fey@tu-dortmund.de, jiaxuan@cs.stanford.edu>

Permission is hereby granted, free of charge, to any person obtaining a copy
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The above copyright notice and this permission notice shall be included in
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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THE SOFTWARE.

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Code in  federatedscope/gfl/trainer/__init__.py adapted from
https://github.com/pyg-team/pytorch_geometric (MIT License)

Copyright (c) 2021 Matthias Fey, Jiaxuan You <matthias.fey@tu-dortmund.de, jiaxuan@cs.stanford.edu>

Permission is hereby granted, free of charge, to any person obtaining a copy
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Code in  federatedscope/gfl/dataset/kg.py adapted from
https://github.com/pyg-team/pytorch_geometric (MIT License)

Copyright (c) 2021 Matthias Fey, Jiaxuan You <matthias.fey@tu-dortmund.de, jiaxuan@cs.stanford.edu>

Permission is hereby granted, free of charge, to any person obtaining a copy
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------------------------------------------------------------------------------

Code in federatedscope/core/configs/yacs_config.py, the basic code of yacs
adopts Apache 2.0 License

Copyright (c) 2018-present, Facebook, Inc.

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
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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.

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Code in  federatedscope/core/gpu_manager.py is adapted from
https://github.com/QuantumLiu/tf_gpu_manager (MIT License)

Copyright (c) 2017

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of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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Code in federatedscope/attack/models/vision.py adapted from
https://github.com/mit-han-lab/dlg. (MIT License)

Copyright (c) 2019 MIT HAN Lab

Permission is hereby granted, free of charge, to any person obtaining a copy
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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Code in  federatedscope/autotune/fedex/server.py is adapted from
https://github.com/mkhodak/FedEx (MIT License)

Copyright (c) 2021 Mikhail Khodak

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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The above copyright notice and this permission notice shall be included in
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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Code in  federatedscope/contrib/model/resnet.py is adapted from
https://github.com/kuangliu/pytorch-cifar (MIT License)

Copyright (c) 2017 liukuang

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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--------------------------------------------------------------------------------

Code in federatedscope/attack/auxiliary/create_edgeset.py and poisoning_data.py
is adapted from https://github.com/ksreenivasan/OOD_Federated_Learning
(MIT License)

Copyright (c) 2017 liukuang

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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SOFTWARE.

--------------------------------------------------------------------------------

The function partition_by_category and subgraphing in
federatedscope/gfl/dataset/recsys.py
are borrowed from https://github.com/FedML-AI/FedGraphNN

Copyright [FedML] [Chaoyang He, Salman Avestimehr]

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.

--------------------------------------------------------------------------------

The function calculate_time_cost in federatedscope/core/auxiliaries/utils.py
is adopted from https://github.com/SymbioticLab/FedScale

Copyright 2022 The FedScale 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.

--------------------------------------------------------------------------------

The registration mechanism for federatedscope/contrib/ and the code structure
of federatedscope/core/configs/ are adapted from GraphGym:
https://github.com/snap-stanford/GraphGym (MIT License)

Copyright (c) 2021 Jiaxuan You
Copyright (c) 2021 Jiaxuan You, Matthias Fey
Copyright (c) 2020 Jiaxuan You, Rex Ying, Jonathan Gomes Selman
Copyright (c) Facebook, Inc. and its affiliates.
Additional copyrights are specified in relevant subdirectories.

Permission is hereby granted, free of charge, to any person obtaining a copy
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in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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SOFTWARE.