metasyn

View on PyPIReverse Dependencies (2)

1.1.0 metasyn-1.1.0-py3-none-any.whl

Wheel Details

Project: metasyn
Version: 1.1.0
Filename: metasyn-1.1.0-py3-none-any.whl
Download: [link]
Size: 341363
MD5: 0feb58797a8155aa1bcf73a7199fad49
SHA256: a2635f1d689a91a44ed90874d523f8032f8abe042259a10030d5bc1e95e16b5f
Uploaded: 2024-11-25 12:28:35 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: metasyn
Version: 1.1.0
Summary: Package for creating synthetic datasets while preserving privacy.
Author-Email: Raoul Schram <r.d.schram[at]uu.nl>, Erik-Jan van Kesteren <e.vankesteren1[at]uu.nl>
Project-Url: GitHub, https://github.com/sodascience/metasyn
Project-Url: documentation, https://metasyn.readthedocs.io/en/latest/index.html
License: MIT License Copyright (c) 2024 SoDa 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: metadata,open-data,privacy,synthetic-data,tabular datasets
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
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.8
Requires-Dist: polars (>=1)
Requires-Dist: tqdm
Requires-Dist: numpy (>=1.20)
Requires-Dist: pyarrow
Requires-Dist: scipy
Requires-Dist: numpy (>=1.20)
Requires-Dist: faker
Requires-Dist: lingua-language-detector
Requires-Dist: regex
Requires-Dist: jsonschema
Requires-Dist: importlib-metadata; python_version < "3.10"
Requires-Dist: importlib-resources; python_version < "3.9"
Requires-Dist: tomli; python_version < "3.11"
Requires-Dist: regexmodel (>=0.2.1)
Requires-Dist: xlsxwriter; extra == "extra"
Requires-Dist: pandas; extra == "extra"
Requires-Dist: tomlkit; extra == "extra"
Requires-Dist: ruff; extra == "check"
Requires-Dist: mypy; extra == "check"
Requires-Dist: types-tqdm; extra == "check"
Requires-Dist: types-regex; extra == "check"
Requires-Dist: pytest; extra == "test"
Requires-Dist: nbval; extra == "test"
Requires-Dist: sphinx (<9.0.0); extra == "docs"
Requires-Dist: sphinx-rtd-theme; extra == "docs"
Requires-Dist: sphinxcontrib-napoleon; extra == "docs"
Requires-Dist: sphinx-autodoc-typehints; extra == "docs"
Requires-Dist: sphinx_inline_tabs; extra == "docs"
Requires-Dist: sphinx_copybutton; extra == "docs"
Requires-Dist: metasyn[check,docs,extra,test]; extra == "dev"
Provides-Extra: extra
Provides-Extra: check
Provides-Extra: test
Provides-Extra: docs
Provides-Extra: dev
Description-Content-Type: text/markdown
Obsoletes: metasynth
License-File: LICENSE
[Description omitted; length: 7513 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.6.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
metasyn/__init__.py sha256=cLYFvLLLqIcY-ZUTEwmBlhy07p2ujxrc-mssrWkQVMU 1246
metasyn/__main__.py sha256=R2cxnaXTMhp2-lIMEG-KlerVm8heBbYSqKDUo80c1Qg 8729
metasyn/_version.py sha256=CqDGE4B1ZqZ-56mxeOFcXRTmlxrdOh4ayrjbcPjziE4 411
metasyn/config.py sha256=UTizei3txnhLgiqsU5CjWIwkE2Bnbi1rHeIQOuPeFCc 8581
metasyn/metaframe.py sha256=7UT61ft92QTv61tUi51Cw4PZ3VYjb1DPk5yOZrUKYe0 19263
metasyn/privacy.py sha256=tvjBjnhUBMdKwGWf6Swm1A34bBCUvuJY2ZAazqx6fBA 4114
metasyn/provider.py sha256=w485sOWYua4kh3pA5CeZZJRtDXQPFuAM4muUaKT6clQ 22180
metasyn/py.typed sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
metasyn/testutils.py sha256=C2JQhiowRfRoP9H4AqkVKkz-o2YDpAroBvaw-ndS1s8 7095
metasyn/util.py sha256=k54y-wzhOW1pzd2Oy6J41iRhDzB3W3PKqfrNhr_f-UI 817
metasyn/validation.py sha256=lZ6ZvWbO70MDEJCdYfqKARsuinUn_2HrZeE40CijoAY 3111
metasyn/var.py sha256=BJHVK9rwPWiv8NY-uEA7MGpEem90ze0Wv3I6KqN78lo 10697
metasyn/varspec.py sha256=PqXHXTHNNdPXG5O9b3s8PM7_s4zhNDeZnetMvZlGpog 9214
metasyn/demo/__init__.py sha256=R0BoIxOMdTYkYR6qk_6cJs5iCugvkcqEsk4GsNL0QN8 173
metasyn/demo/dataset.py sha256=UQ7G-d2PhKrse1NbLXJGPTjjTPcrpmPMBMVtzZOsQoQ 9948
metasyn/demo/demo_druguse.csv sha256=1HzF_KOrgj1c1HDi_h7YA4AV_dfYw7T1Om874qgk7AA 1025
metasyn/demo/demo_fruit.csv sha256=2GNJPh9RZwNEId10ASjCcB47-izC37j0YH6WhxpAq2E 126
metasyn/demo/demo_hospital.csv sha256=ivslLcngE4nNtygX3sKUWCwq_Y7yEqtfuqJcC3YGby8 1187
metasyn/demo/demo_spaceship.csv sha256=hbUvjySwstOr115lRvgNGOuHFqpQjDQXP_UQF-uu98s 703349
metasyn/demo/demo_survey.csv sha256=gosdYcjigWaSUyk48A2bz9nviwPZdZm6mAtWqzIXQrU 106658
metasyn/demo/demo_synthea_imaging.csv sha256=xhs8Phy5gtxuRUhiIg08Apt3OTLTfF9wkJftt3MdLcU 146572
metasyn/demo/demo_test.csv sha256=J62L0yAc71DPuB3Wu72vAX6MEsnA8Qhw1EqVxBao8dI 11008
metasyn/demo/demo_titanic.csv sha256=C_GJQz_78zVYhH8F55agYN0hsqFELTEA_ABDG9_BeeM 88611
metasyn/distribution/__init__.py sha256=xwkK_B3xppyapos8Ej9v6ugawbC9hM8BDzJqZvE85yQ 2341
metasyn/distribution/base.py sha256=jPg7gmrutkeJwB8xu5NdsMssaOiMZaTtp-4q7HuCUCE 12108
metasyn/distribution/categorical.py sha256=yH9meXoJvw8sNjFNDaHsV0DEyHb5yJXyFcITQbg7GcI 6389
metasyn/distribution/continuous.py sha256=FV4xsWVuEnDclIiSFqn5zkpDj70N1CO1EXx2k2AbiZk 7606
metasyn/distribution/datetime.py sha256=DO2bKkaOIH9ePpbB2AHf2u0MOR3G-zyKuf2X1v6SbzI 11281
metasyn/distribution/discrete.py sha256=D3omYoyKKxMpljSS2zm1ZKV0kX1LYoA8rvuokP8S8J0 7001
metasyn/distribution/na.py sha256=tTW6C9wcsY1w8TbwsFAjpPwsm3m1pdFEDuatxlpM8Z0 852
metasyn/distribution/string.py sha256=cwIcBSkeCwohYvzByLftmKzkdFGKpmF8mLp5ABssxcg 11749
metasyn/distribution/legacy/__init__.py sha256=x_2MlpwYM8yW3zJwtu-wmPhjDJuJfrm9JuDm8gmV8_w 63
metasyn/schema/__init__.py sha256=wkMYtokxJ_QhZVKGA3wzYP9-EStjimj4pYI8dmbStNE 83
metasyn/schema/generative_metadata_format.json sha256=GWWYeJElYq3LyMidEPwNuINL1rTgJogJfEptHVUp16g 10418
metasyn/schema/plugin_registry.toml sha256=YAsgsgUvYOdCCBYajXBkrU5v4_PtHkQOaoiqT6LoZgc 124
metasyn-1.1.0.dist-info/LICENSE sha256=tisUkyvptTvmxVFqluxrUHl8FdqIqKmZePyTs2Wkxf8 1061
metasyn-1.1.0.dist-info/METADATA sha256=Epu0R9e1nfPBP3wO0sIOhoAqVyqBp1M28pbFSGPR28Q 11041
metasyn-1.1.0.dist-info/WHEEL sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U 91
metasyn-1.1.0.dist-info/entry_points.txt sha256=vIc-uWuVUhru9-HeAAoL7Wncwa9Po6WMom-D1rwKbQY 193
metasyn-1.1.0.dist-info/top_level.txt sha256=bjv7b1VQDiYqiAqr50brtjUVgcevYNTNNfhKw6Z-nio 8
metasyn-1.1.0.dist-info/RECORD

top_level.txt

metasyn

entry_points.txt

metasyn = metasyn.__main__:main
builtin = metasyn.provider:BuiltinDistributionProvider
none = metasyn.privacy:BasicPrivacy