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datascope

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0.0.6	datascope-0.0.6-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
	datascope-0.0.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
	datascope-0.0.6-cp39-cp39-win_amd64.whl
	datascope-0.0.6-cp39-cp39-win32.whl
	datascope-0.0.6-cp39-cp39-macosx_10_9_x86_64.whl
	datascope-0.0.6-cp39-cp39-musllinux_1_1_x86_64.whl
	datascope-0.0.6-cp39-cp39-musllinux_1_1_i686.whl
	datascope-0.0.6-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
	datascope-0.0.6-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
	datascope-0.0.6-cp38-cp38-win_amd64.whl
	datascope-0.0.6-cp38-cp38-win32.whl
	datascope-0.0.6-cp38-cp38-macosx_10_9_x86_64.whl
	datascope-0.0.6-cp38-cp38-musllinux_1_1_x86_64.whl
	datascope-0.0.6-cp38-cp38-musllinux_1_1_i686.whl
	datascope-0.0.6-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
	datascope-0.0.6-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
	datascope-0.0.6-cp37-cp37m-win_amd64.whl
	datascope-0.0.6-cp37-cp37m-win32.whl
	datascope-0.0.6-cp37-cp37m-macosx_10_9_x86_64.whl
	datascope-0.0.6-cp37-cp37m-musllinux_1_1_x86_64.whl
	datascope-0.0.6-cp37-cp37m-musllinux_1_1_i686.whl
	datascope-0.0.6-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
	datascope-0.0.6-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
	datascope-0.0.6-cp311-cp311-win_amd64.whl
	datascope-0.0.6-cp311-cp311-win32.whl
	datascope-0.0.6-cp311-cp311-macosx_10_9_x86_64.whl
	datascope-0.0.6-cp311-cp311-musllinux_1_1_x86_64.whl
	datascope-0.0.6-cp311-cp311-musllinux_1_1_i686.whl
	datascope-0.0.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
	datascope-0.0.6-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
	datascope-0.0.6-cp310-cp310-win_amd64.whl
	datascope-0.0.6-cp310-cp310-win32.whl
	datascope-0.0.6-cp310-cp310-macosx_10_9_x86_64.whl
	datascope-0.0.6-cp310-cp310-musllinux_1_1_x86_64.whl
	datascope-0.0.6-cp310-cp310-musllinux_1_1_i686.whl

Wheel Details

Project:	datascope
Version:	0.0.6
Filename:	datascope-0.0.6-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Download:	[link]
Size:	120574
MD5:	`4ba824fc018f807085e0a2173635908c`
SHA256:	`6ac1a87d0d507277cde234d95db8f8beb5e62836695f66a223a4a6b18d2c4831`
Uploaded:	2022-12-26 23:19:10 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version:	2.1
Name:	datascope
Version:	0.0.6
Summary:	Measuring data importance over ML pipelines using the Shapley value.
Author-Email:	easeml[at]ds3lab.com
Home-Page:	https://ease.ml/datascope/
License:	MIT
Requires-Dist:	numpy (>=1.21)
Requires-Dist:	scikit-learn (>=1.0)
Requires-Dist:	scipy (>=1.7)
Requires-Dist:	pandas (>=1.3)
Requires-Dist:	matplotlib (>=3.5)
Requires-Dist:	PyYAML (>=6.0)
Requires-Dist:	tqdm (>=4.62)
Requires-Dist:	setuptools
Requires-Dist:	zerorpc (>=0.6.3)
Requires-Dist:	pytest (>=6.2); extra == "complete"
Requires-Dist:	mypy (>=0.9); extra == "complete"
Requires-Dist:	pytest-cov (>=3.0); extra == "complete"
Requires-Dist:	black; extra == "complete"
Requires-Dist:	cython (>=0.29); extra == "complete"
Requires-Dist:	jupyterlab (>=3.3); extra == "complete"
Requires-Dist:	types-PyYAML (>=6.0); extra == "complete"
Requires-Dist:	twine (>=4.0); extra == "complete"
Requires-Dist:	build (>=0.9); extra == "complete"
Requires-Dist:	numpy (>=1.21); extra == "complete"
Requires-Dist:	wheel; extra == "complete"
Requires-Dist:	flake8 (>=4.0); extra == "complete"
Requires-Dist:	pytest-benchmark (>=3.4); extra == "complete"
Requires-Dist:	mypy (>=0.9); extra == "dev"
Requires-Dist:	flake8 (>=4.0); extra == "dev"
Requires-Dist:	pytest (>=6.2); extra == "dev"
Requires-Dist:	pytest-benchmark (>=3.4); extra == "dev"
Requires-Dist:	pytest-cov (>=3.0); extra == "dev"
Requires-Dist:	black; extra == "dev"
Requires-Dist:	types-PyYAML (>=6.0); extra == "dev"
Requires-Dist:	cython (>=0.29); extra == "dev"
Requires-Dist:	jupyterlab (>=3.3); extra == "dev"
Requires-Dist:	twine (>=4.0); extra == "dev"
Requires-Dist:	build (>=0.9); extra == "dev"
Requires-Dist:	numpy (>=1.21); extra == "dev"
Requires-Dist:	wheel; extra == "dev"
Provides-Extra:	complete
Provides-Extra:	dev
Description-Content-Type:	text/markdown
License-File:	LICENSE

[Description omitted; length: 4483 characters]

WHEEL

Wheel-Version:	1.0
Generator:	bdist_wheel (0.38.4)
Root-Is-Purelib:	false
Tag:	cp311-cp311-manylinux_2_5_i686
Tag:	cp311-cp311-manylinux1_i686
Tag:	cp311-cp311-manylinux_2_17_i686
Tag:	cp311-cp311-manylinux2014_i686

RECORD

Path	Digest	Size
datascope-0.0.6.dist-info/WHEEL	sha256=WLTPc_GHFbuN3HX-zm7eGba-SQDm2uzJuERaV028lQ0	217
datascope-0.0.6.dist-info/top_level.txt	sha256=YWOATHhag6zQXU8mlF_mmH4vActQn2bOywAWbqJMsH4	10
datascope-0.0.6.dist-info/LICENSE	sha256=2T_kpiFsrGgpyhAMVEsTZlGe1VJJhkMAu2lVPM5z8G0	1064
datascope-0.0.6.dist-info/RECORD	—	—
datascope-0.0.6.dist-info/METADATA	sha256=4kI7NME0RT0PFIaXnzXFO_gsJpvN54ENNpnJPJXP-uQ	6376
datascope/debugger/debugger.py	sha256=tuMLuv8jNkozfEHsh75ZtqMf_M1Cdfes2vs5vDQ0-dg	1038
datascope/debugger/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
datascope/importance/common.py	sha256=8VEP19ylcCgBr7kT04yxrygtKlRZfZEpzrTeNjxiAlE	19976
datascope/importance/importance.py	sha256=8mGqiBlcv39pYJJtgwp5qV1M-xSYNoyfE0w8X9C6Btk	1392
datascope/importance/add.py	sha256=bjxMcswAWA-EBP1kMx1O9zRuccv0qPpDcXcUcqrVCYU	17171
datascope/importance/shapley_cy.cpython-311-i386-linux-gnu.so	sha256=Q-XFFtm_g7BZ7M_I87V7NZf1Wk6XpPz2qnnfvRxLmzs	247240
datascope/importance/shapley.py	sha256=tc1vIrZ3HruKOH_nQCtDScN6dBPbF8_w1Fzy3eV1vMY	21291
datascope/importance/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0

top_level.txt

datascope