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0.1.21 forgetnet-0.1.21-py3-none-any.whl

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Project: forgetnet
Version: 0.1.21
Filename: forgetnet-0.1.21-py3-none-any.whl
Download: [link]
Size: 20179
MD5: 9c69d5a5adac3b9033bc48404237adac
SHA256: 185c4365c6906ade83f19511cff9d7051108fea2e3f00cf65e508ef6c723544b
Uploaded: 2024-10-08 17:11:16 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt

METADATA

Metadata-Version: 2.1
Name: forgetnet
Version: 0.1.21
Summary: A package for applying differential privacy to model training using gradient shuffling and membership inference attack detection.
Author: David Zagardo
Author-Email: dave[at]greenwillowstudios.com
Home-Page: https://github.com/dzagardo/forgetnet
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Requires-Dist: numpy
Requires-Dist: torch (>=1.0)
Requires-Dist: trl
Requires-Dist: scikit-learn
Requires-Dist: imbalanced-learn
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: scipy
Requires-Dist: transformers
Requires-Dist: torchvision
Requires-Dist: tqdm
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 7982 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.1.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
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forgetnet/core.py sha256=TOLbhxD2xCOA4Qz14knzQ5I91IXZwAo5DD7V3p_DMTI 327
forgetnet/dpweights.py sha256=ZxV-LgGUks2zU4p5KLFVLFaQNQZDPAJvOTry01m-pWQ 2525
forgetnet/privacy_engine.py sha256=9hNe6WPg7J1mJTiPQCAJBxBQpgObq4znJFjl4P8lB2g 2678
forgetnet/trainer.py sha256=LIlhbM40X1F_ixUXJ_tUGjbaiPPyYWfA_G4YGFNwHgc 2456
forgetnet/dp/__init__.py sha256=uwpjoh_90mY6hbNSND-483YZ2fmfcMDK7w00OKlYub8 204
forgetnet/dp/dp_shuffle.py sha256=4LT80D1F8aZAD5BI0zjx0XnieOwsu1-T5ZqJtH-RMK0 11891
forgetnet/dp/membership_inference.py sha256=RzQILKmnU12xeAn_a80aVqLUfSxicAcNm0zvjqsb3RA 32203
forgetnet-0.1.21.dist-info/LICENSE sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
forgetnet-0.1.21.dist-info/METADATA sha256=DGMYKio2v07X79l_M9PNawY1B47LRWD76EnCPdAdFsg 8931
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forgetnet-0.1.21.dist-info/entry_points.txt sha256=NDeCQQILy3Xnl2dCe2WbKAydcTeVtLaQRtInpfpWRiQ 200
forgetnet-0.1.21.dist-info/top_level.txt sha256=-FFvVRWaW5dHkWFAfNludx_crGxHrZdzamTln_AngjA 10
forgetnet-0.1.21.dist-info/RECORD — —

top_level.txt

forgetnet

entry_points.txt

[forgetnet.privacy_mechanisms]
dpshuffle = forgetnet.dp.dp_shuffle:DPShuffleGenerator
imagemia = forgetnet.dp.membership_inference:ImageMIA
languagemia = forgetnet.dp.membership_inference:LanguageMIA