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1.4.1 opacus-1.4.1-py3-none-any.whl

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Project: opacus
Version: 1.4.1
Filename: opacus-1.4.1-py3-none-any.whl
Download: [link]
Size: 226652
MD5: 8af109c0ba1716856db3d1ccb6dce2bb
SHA256: 8c46aff596bbbc6025ce9d169b49d5b3112cb958e3d74f8b77274134e7590890
Uploaded: 2024-02-11 17:28:30 +0000

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METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: opacus
Version: 1.4.1
Summary: Train PyTorch models with Differential Privacy
Author: The Opacus Team
Home-Page: https://opacus.ai
Project-Url: Documentation, https://opacus.ai/api
Project-Url: Source, https://github.com/pytorch/opacus
License: Apache-2.0
Keywords: PyTorch,Differential Privacy,DP-SGD,DP SGD,Privacy Preserving Machine Learning,PPML,PPAI
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.7.5
Requires-Dist: numpy (>=1.15)
Requires-Dist: torch (>=2.0)
Requires-Dist: scipy (>=1.2)
Requires-Dist: opt-einsum (>=3.3.0)
Requires-Dist: torch; extra == "dev"
Requires-Dist: torchvision (>=0.9.1); extra == "dev"
Requires-Dist: tqdm (>=4.40); extra == "dev"
Requires-Dist: requests (>=2.25.1); extra == "dev"
Requires-Dist: black; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: sphinx; extra == "dev"
Requires-Dist: sphinx-autodoc-typehints; extra == "dev"
Requires-Dist: mypy (>=0.760); extra == "dev"
Requires-Dist: isort; extra == "dev"
Requires-Dist: hypothesis; extra == "dev"
Requires-Dist: tensorboard; extra == "dev"
Requires-Dist: datasets; extra == "dev"
Requires-Dist: transformers; extra == "dev"
Requires-Dist: scikit-learn; extra == "dev"
Requires-Dist: pytorch-lightning; extra == "dev"
Requires-Dist: lightning-bolts; extra == "dev"
Requires-Dist: jsonargparse[signatures] (>=3.19.3); extra == "dev"
Requires-Dist: coverage; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 6018 characters]

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opacus-1.4.1.dist-info/RECORD — —

top_level.txt

benchmarks
examples
opacus