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featransform

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0.9.21 featransform-0.9.21-py3-none-any.whl

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Project: featransform
Version: 0.9.21
Filename: featransform-0.9.21-py3-none-any.whl
Download: [link]
Size: 18988
MD5: 2f20ab3134afa5453ca874396a49918f
SHA256: 403343e765c82ca6331eaee31907d06e33233cae288c52e207c6c63c00629b10
Uploaded: 2024-10-24 18:29:48 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: featransform
Version: 0.9.21
Summary: Featransform is an automated feature engineering framework for Supervised Machine Learning
Author: Luís Santos
Author-Email: luisf_ssantos[at]hotmail.com
Home-Page: https://github.com/TsLu1s/Featransform
License: MIT
Keywords: data science,machine learning,data processing,feature engineering,feature selection,feature construction,feature optimization,automated feature engineering,automated machine learning,predictive modeling
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Customer Service
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: Intended Audience :: Healthcare Industry
Classifier: Intended Audience :: Telecommunications Industry
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Dist: atlantic (>=1.1.50)
Requires-Dist: catboost (>=1.2.2)
Requires-Dist: pandas (>=1.2.0)
Requires-Dist: numpy (>=1.19.5)
Requires-Dist: scikit-learn (>=1.2.2)
Requires-Dist: h2o (>=3.44.0.1)
Requires-Dist: xgboost (>=1.7.3)
Requires-Dist: optuna (>=2.10.1)
Requires-Dist: statsmodels (>=0.13.2)
Requires-Dist: umap-learn (>=0.5.5)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 6955 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.38.4)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
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featransform/pipeline.py sha256=3Jby7UptVfNdjmLs6aAC5M4YjbqNIo98YVJXTXFx46k 11362
featransform/configs/__init__.py sha256=frcCV1k9oG9oKj3dpUqdJg1PxRT2RSN_XKdLCPjaYaY 2
featransform/configs/parameters.py sha256=QFj-tFzBo4EpVrMK-Id0WKWkNeT7GsNWrkxftNuzxhc 2140
featransform/feature_engineering/__init__.py sha256=frcCV1k9oG9oKj3dpUqdJg1PxRT2RSN_XKdLCPjaYaY 2
featransform/feature_engineering/anomalies.py sha256=zRYZUJQHewVRZIiYEQKAemnjRelMHPZnxewaobxYMok 3574
featransform/feature_engineering/clustering.py sha256=Ypkdh__1eMk1uIOungD3qM1ozHFsaZIBxEV8aRK_bYs 3388
featransform/feature_engineering/dimensionality.py sha256=ZQBSHppc43BmQJyS3duyHaFTiiSW057cQxnM87aamFM 4042
featransform/optimizer/__init__.py sha256=frcCV1k9oG9oKj3dpUqdJg1PxRT2RSN_XKdLCPjaYaY 2
featransform/optimizer/evaluator.py sha256=HfoIghKsVI8pP6YEo1v8gBc2M_nOu0z4URjTYDctxU0 11436
featransform/optimizer/selector.py sha256=nESe-f22_P0CHQAB0yRBmIf5ktcQheB6RLzCkwWWe-s 5288
featransform/processing/__init__.py sha256=frcCV1k9oG9oKj3dpUqdJg1PxRT2RSN_XKdLCPjaYaY 2
featransform/processing/processor.py sha256=_eVGVNOF3RiJEabRwrq3G1AxY0c21MAleYdtaw3xGT4 3512
featransform-0.9.21.dist-info/LICENSE sha256=VMXkEvDFBFiT1owkPDp8dUVbidhkemgBSzG9qsUhs54 1090
featransform-0.9.21.dist-info/METADATA sha256=HoCQGy-bSl0snA8AxUjrY2tXhUX8UwKyav8Y9pJBxGo 8785
featransform-0.9.21.dist-info/WHEEL sha256=2wepM1nk4DS4eFpYrW1TTqPcoGNfHhhO_i5m4cOimbo 92
featransform-0.9.21.dist-info/top_level.txt sha256=nGf-wp6SDVDIawemhMuwByTbpGahhv92kQ1dQbRdYwo 13
featransform-0.9.21.dist-info/RECORD — —

top_level.txt

featransform