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MEDfl

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0.2.1 MEDfl-0.2.1-py3-none-any.whl

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Project: MEDfl
Version: 0.2.1
Filename: MEDfl-0.2.1-py3-none-any.whl
Download: [link]
Size: 55267
MD5: bfd27ee7b0d2f0f838a563fa76691981
SHA256: 72cdc755dfdf9551a76590227ad8bd2773141b87d93eb85cad9bd4afd79176fb
Uploaded: 2024-09-14 00:41:56 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: MEDfl
Version: 0.2.1
Summary: Python Open-source package for simulating federated learning and differential privacy
Author: MEDomics consortium
Author-Email: medomics.info[at]gmail.com
Home-Page: https://github.com/MEDomics-UdeS/MEDfl
Project-Url: Documentation, https://
Project-Url: Github, https://github.com/MEDomics-UdeS/MEDfl
Keywords: federated learning differential privacy medical research
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.8,<3.11
Requires-Dist: flwr (~=1.7.0)
Requires-Dist: matplotlib (~=3.6.3)
Requires-Dist: numpy (~=1.24.2)
Requires-Dist: opacus (~=1.3.0)
Requires-Dist: pandas (~=1.5.2)
Requires-Dist: PyYAML (~=6.0)
Requires-Dist: setuptools (~=68.0.0)
Requires-Dist: Sphinx (~=5.3.0)
Requires-Dist: SQLAlchemy (~=1.4.47)
Requires-Dist: torch (~=1.13.1)
Requires-Dist: datetime (~=5.1)
Requires-Dist: scikit-learn (~=1.1.1)
Requires-Dist: sphinx-jsonschema (==1.19.1)
Requires-Dist: sphinx-rtd-dark-mode (==1.2.4)
Requires-Dist: plotly (==5.19.0)
Requires-Dist: optuna (==3.5.0)
Requires-Dist: mysql
Requires-Dist: mysql-connector-python
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 2912 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
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MEDfl/LearningManager/__init__.py sha256=L66e9oq7hTWIo8KpRrG6Yxx1UHmEIOoOfbaBcX9BeOk 354
MEDfl/LearningManager/client.py sha256=rFAVDJ3KGB61A8ztvYgE0rjY16fo7XpxcbTiSkDPIlo 7540
MEDfl/LearningManager/dynamicModal.py sha256=0mTvDJlss0uSJ3_EXOuL_d-zRmFyXaKB4W4ql-uEX8Y 10821
MEDfl/LearningManager/federated_dataset.py sha256=fQqIbhO6LSk16Ob9z6RohaZ8X71Ff-yueynjulrl4M0 2141
MEDfl/LearningManager/flpipeline.py sha256=M4-OL4nlogv08J_YsyDsGHXR6xe8BWx4HIsuL1QyUvY 7303
MEDfl/LearningManager/model.py sha256=DA7HP34Eq1Ra65OlkBmjH9d2MD7OEbsOhfxD48l4QOk 7679
MEDfl/LearningManager/params.yaml sha256=6UcmIgYcufbCn_H6vxerlinVlQE8fF6fI6CrRaTSVWE 450
MEDfl/LearningManager/params_optimiser.py sha256=pjhDskhSPuca-jnarYoJcFVBvRkdD9tD3992q_eMPSE 18060
MEDfl/LearningManager/plot.py sha256=iPqMV9rVd7hquoFixDL20OzXI5bMpBW41bkVmTKIWtE 7927
MEDfl/LearningManager/server.py sha256=scnjiWC6vMIPzAwEvaeQfKfCBqYtKdqZLhOwvcwRo7w 7631
MEDfl/LearningManager/strategy.py sha256=ouCdAJA8CdxMmXBVVZ0BapmZIBZfACOxVPQLEXPmHIs 5673
MEDfl/LearningManager/utils.py sha256=vEhkpyC7iLsn4wp1wDh7GzAn5MCJ7T69jkS9lfmKA1Y 9936
MEDfl/NetManager/__init__.py sha256=UaHMFtzo90k7rQW45ZUX7aW0-EG1d3OXDkqc8cVgp6U 283
MEDfl/NetManager/database_connector.py sha256=JKfFLom7I4zuykb8m7aY4cUYZy4j0-i9w3R_jkPzjXY 1516
MEDfl/NetManager/dataset.py sha256=eEuVzCp5dGD4tvDVKq6jlSReecge7T20ByG4d7_cnXU 2869
MEDfl/NetManager/flsetup.py sha256=CS7531I08eLm6txMIDWFMCIrPP-dNpOLBTaR2BR6X0c 11754
MEDfl/NetManager/net_helper.py sha256=T5Y-03SVskK8oXXIpiXzASyEDPQJbcuGVpIS9FnmzI8 7066
MEDfl/NetManager/net_manager_queries.py sha256=bJ7V6NZAjLM0sEPrczN7vUeB7sMZZzYZjO-rnUCpQPc 4228
MEDfl/NetManager/network.py sha256=D7liCx-1PGx9Z3pctI1_NOGG--gGtvzfr_-BCOdwsOg 7023
MEDfl/NetManager/node.py sha256=Azye74P4ZUDQxPrQOId4BK8hX-9RzFtN2Ji8NXbDCEM 6726
MEDfl/scripts/__init__.py sha256=KLmbfQBG3U7yu06g4zeYR0DdfoHMMaqUT1h8MTlAnV4 49
MEDfl/scripts/base.py sha256=pR7StIt3PpX30aoh53gMkpeNJMHytAPhdc7N09tCITA 781
MEDfl/scripts/create_db.py sha256=PgA6N68iTSfnrt6zy7FDZX2lLjQQ7Ual1Y0efve8gf4 3943
alembic/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
alembic/env.py sha256=a4zJAzPNLHnIrUlXCqf_8vuAlFu0pceFJJKM1PQaOI4 1649
MEDfl-0.2.1.dist-info/LICENSE sha256=IwGE9guuL-ryRPEKi6wFPI_zOhg7zDZbTYuHbSt_SAk 35823
MEDfl-0.2.1.dist-info/METADATA sha256=RIvrAIdTlpIdHPQfGeopzdSKXhaDuhlldOc8sjqF4Uk 4428
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MEDfl-0.2.1.dist-info/top_level.txt sha256=dIL9X8HOFuaVSzpg40DVveDPrymWRoShHtspH7kkjdI 14
MEDfl-0.2.1.dist-info/RECORD — —

top_level.txt

MEDfl
alembic