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dp-cgans

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0.0.6 dp_cgans-0.0.6-py3-none-any.whl

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Project: dp-cgans
Version: 0.0.6
Filename: dp_cgans-0.0.6-py3-none-any.whl
Download: [link]
Size: 72687
MD5: cd35dac979a3e8b8f3f5cbadee99bf20
SHA256: c8dd9896cc729bcd0ee9a19414d15bddd36e75d086cae0c3ec88b8c978fd48bb
Uploaded: 2023-12-04 12:26:44 +0000

dist-info

METADATA · WHEEL · RECORD · entry_points.txt

METADATA

Metadata-Version: 2.1
Name: dp-cgans
Version: 0.0.6
Summary: A library to generate synthetic tabular or RDF data using Conditional Generative Adversary Networks (GANs) combined with Differential Privacy techniques.
Author-Email: Sun Chang <sunchang0124[at]gmail.com>
Maintainer-Email: Sun Chang <sunchang0124[at]gmail.com>, Vincent Emonet <vincent.emonet[at]gmail.com>
Project-Url: Homepage, https://github.com/sunchang0124/dp_cgans
Project-Url: Documentation, https://github.com/sunchang0124/dp_cgans
Project-Url: History, https://github.com/sunchang0124/dp_cgans/releases
Project-Url: Tracker, https://github.com/sunchang0124/dp_cgans/issues
Project-Url: Source, https://github.com/sunchang0124/dp_cgans
License: MIT License Copyright (c) 2023-present Sun Chang <sunchang0124@gmail.com> 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 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, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Keywords: CGAN,DP,Differential Privacy,GAN,synthetic data
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
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Requires-Dist: torch
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Requires-Dist: typer
Requires-Dist: wandb
Requires-Dist: black; extra == "test"
Requires-Dist: mypy (>=1.4.1); extra == "test"
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Requires-Dist: pytest-cov (>=3.0.0); extra == "test"
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Requires-Dist: ruff; extra == "test"
Requires-Dist: types-pyyaml; extra == "test"
Requires-Dist: types-requests; extra == "test"
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE.txt
[Description omitted; length: 11853 characters]

WHEEL

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dp_cgans-0.0.6.dist-info/RECORD — —

entry_points.txt

[console_scripts]
dp-cgans = dp_cgans.__main__:cli