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sdqcpy

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1.0.1 sdqcpy-1.0.1-py3-none-any.whl

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Project: sdqcpy
Version: 1.0.1
Filename: sdqcpy-1.0.1-py3-none-any.whl
Download: [link]
Size: 35113
MD5: 835cd551ebefc5e2453467b0152efa33
SHA256: 62f334c4bcfabb105eb21def736ef7eb79b9e404b85dad3ec9ca950e271b2a0b
Uploaded: 2024-10-03 00:41:00 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: sdqcpy
Version: 1.0.1
Summary: SDQCPy is a comprehensive Python package designed for synthetic data management, quality control, and validation.
Author-Email: T0217 <tianyanggong17[at]outlook.com>
Project-Url: Homepage, https://github.com/T0217/sdqcpy
Project-Url: Bug Tracker, https://github.com/T0217/sdqcpy/issues
License: Apache-2.0
Keywords: synthetic data,data quality,data validation,data management
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Software Development :: Quality Assurance
Requires-Python: <3.12,>=3.9
Requires-Dist: pandas (>=1.3.0)
Requires-Dist: numpy (>=1.20.0)
Requires-Dist: scikit-learn (>=1.0.0)
Requires-Dist: scipy (>=1.7.0)
Requires-Dist: matplotlib (>=3.4.0)
Requires-Dist: seaborn (>=0.11.0)
Requires-Dist: tqdm (>=4.60.0)
Requires-Dist: jinja2 (>=3.0.0)
Requires-Dist: gcastle (>=1.0.0)
Requires-Dist: shap (>=0.41.0)
Requires-Dist: lime (>=0.2.0)
Requires-Dist: xgboost (>=1.4.0)
Requires-Dist: lightgbm (>=3.2.0)
Requires-Dist: ydata-synthetic (<2.0.0,>=1.0.0)
Requires-Dist: sdv (<1.17.0,>=0.17.0)
Requires-Dist: pytest (>=6.2.0); extra == "test"
Requires-Dist: flake8 (>=4.0.0); extra == "test"
Requires-Dist: autopep8 (>=1.5.0); extra == "test"
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5747 characters]

WHEEL

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

RECORD

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sdqc_check/causality/causal_analysis.py sha256=YDjb-Fz9xqIidaj9MWbTQf47k4h3tb55asM-jI_2sG8 5097
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sdqc_synthesize/sdv_synthesizer.py sha256=pRqhRiMmu8N4PPQdPhJnof2juGCv75g2r8G8LtlDiOM 3916
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sdqcpy-1.0.1.dist-info/LICENSE sha256=HrhfyXIkWY2tGFK11kg7vPCqhgh5DcxleloqdhrpyMY 11558
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sdqcpy-1.0.1.dist-info/RECORD — —

top_level.txt

__init__
sdqc_check
sdqc_data
sdqc_integration
sdqc_synthesize