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2.4.0 arfs-2.4.0-py3-none-any.whl

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Project: arfs
Version: 2.4.0
Filename: arfs-2.4.0-py3-none-any.whl
Download: [link]
Size: 774006
MD5: f38aaf80cfff975fa5fa129ec43206bb
SHA256: 8046178dad53d6602ee73d1ae4a1b3c25a2ecd3fd72fe169491ae1dcf5cf4f34
Uploaded: 2025-02-07 09:30:49 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.2
Name: arfs
Version: 2.4.0
Summary: All Relevant Feature Selection and Maximal Relevant minimal redundancy FS
Author: ThomasBury
Author-Email: bury.thomas[at]gmail.com
Project-Url: Documentation, https://github.com/ThomasBury/arfs
Project-Url: Source, https://github.com/ThomasBury/arfs
Project-Url: Tracker, https://github.com/ThomasBury/arfs/issues
Project-Url: Download, https://pypi.org/project/arfs/
License: MIT
Keywords: feature-selection,all-relevant,selection,MRmr
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.9
Requires-Dist: lightgbm (>=3.3.1)
Requires-Dist: matplotlib (>=3.5)
Requires-Dist: numpy (>=1.21)
Requires-Dist: pandas (>=1.4)
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Requires-Dist: scipy (>=1.8.0)
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Requires-Dist: tqdm (>=4.62.3)
Requires-Dist: statsmodels (>=0.14.0)
Requires-Dist: ipykernel; extra == "docs"
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Requires-Dist: pandoc; extra == "docs"
Requires-Dist: sphinx; extra == "docs"
Requires-Dist: sphinxawesome-theme (==5.0.0b5); extra == "docs"
Requires-Dist: nbsphinx (==0.9.2); extra == "docs"
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Requires-Dist: fasttreeshap; extra == "docs"
Requires-Dist: pytest; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Provides-Extra: docs
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE.md
[Description omitted; length: 11691 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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arfs/association.py sha256=fd9RUzABnHy-z27lk1qaEvYo1BlpwSJR-NFRLcfySRc 82757
arfs/benchmark.py sha256=E40RYJd0vpS2XuV5TWO2J30OkV111OnT7gwM0x9AzqI 6658
arfs/gbm.py sha256=0YQunVBf0IUGYyYLJHn_j3xce59mpqmwkChiog9mJEw 21244
arfs/parallel.py sha256=gzj_ENI1tu9uebWILyu1yyb_YkvsQbb6Byjo0ICfuuQ 5910
arfs/preprocessing.py sha256=JQSsKmWASLX5FfDNCGqdZrrPPtzIyD2as9EmrXLHVMU 37104
arfs/sampling.py sha256=5yYhJBwfHNiT2-vcAsNSP3CghPlkTTQFdqK1Hbpf-Lg 15032
arfs/utils.py sha256=5WQVC09Pxqut3TJnFQcCYzo7K93vdxddrVPGCqv_7tQ 26018
arfs/dataset/data/boston_bunch.joblib sha256=qEaVhgDFEhylmk23Dw7htFnwwq5NNTQ79G9XXE6EyNs 77321
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arfs/feature_selection/__init__.py sha256=tOTpHiCNCqj5_Xw8e0i0e5FYjMkJLLA1A8x1qKlvgUM 684
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arfs-2.4.0.dist-info/LICENSE.md sha256=sMdL_QXgZv6dvuuzHg4HoQedRtVWuqvvDRYU1SsGlIw 1071
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arfs-2.4.0.dist-info/RECORD — —

top_level.txt

arfs