Wheelodex » Projects » shaperone » shaperone-0.41.6-cp39-cp39-win32.whl

shaperone

0.41.6	shaperone-0.41.6-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
	shaperone-0.41.6-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
	shaperone-0.41.6-cp39-cp39-win_amd64.whl
	shaperone-0.41.6-cp39-cp39-win32.whl
	shaperone-0.41.6-cp39-cp39-macosx_10_9_x86_64.whl
	shaperone-0.41.6-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
	shaperone-0.41.6-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
	shaperone-0.41.6-cp38-cp38-win_amd64.whl
	shaperone-0.41.6-cp38-cp38-win32.whl
	shaperone-0.41.6-cp38-cp38-macosx_10_9_x86_64.whl
	shaperone-0.41.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
	shaperone-0.41.6-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl
	shaperone-0.41.6-cp37-cp37m-win_amd64.whl
	shaperone-0.41.6-cp37-cp37m-win32.whl
	shaperone-0.41.6-cp37-cp37m-macosx_10_9_x86_64.whl
	shaperone-0.41.6-cp36-cp36m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
	shaperone-0.41.6-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.whl
	shaperone-0.41.6-cp36-cp36m-win_amd64.whl
	shaperone-0.41.6-cp36-cp36m-win32.whl
	shaperone-0.41.6-cp36-cp36m-macosx_10_9_x86_64.whl
	shaperone-0.41.6-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
	shaperone-0.41.6-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
	shaperone-0.41.6-cp310-cp310-win_amd64.whl
	shaperone-0.41.6-cp310-cp310-win32.whl
	shaperone-0.41.6-cp310-cp310-macosx_10_9_x86_64.whl

Wheel Details

Project:	shaperone
Version:	0.41.6
Filename:	shaperone-0.41.6-cp39-cp39-win32.whl
Download:	[link]
Size:	433182
MD5:	`0dee356daafbac477eef92c136efa965`
SHA256:	`df7d12bd50a11f987c0e142ffed15dd31f46e2714617f589866655e8aca1615e`
Uploaded:	2023-06-01 11:39:24 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version:	2.1
Name:	shaperone
Version:	0.41.6
Summary:	Shaperone is a fork of the SHAP library, fixing open issues to improve usability.
Author:	Scott Lundberg
Author-Email:	slund1[at]cs.washington.edu
Home-Page:	http://github.com/slundberg/shap
License:	MIT
Classifier:	Operating System :: Microsoft :: Windows
Classifier:	Operating System :: POSIX
Classifier:	Operating System :: Unix
Classifier:	Operating System :: MacOS
Classifier:	Programming Language :: Python :: 3.7
Classifier:	Programming Language :: Python :: 3.8
Classifier:	Programming Language :: Python :: 3.9
Classifier:	Programming Language :: Python :: 3.10
Requires-Dist:	numpy
Requires-Dist:	scipy
Requires-Dist:	scikit-learn
Requires-Dist:	pandas
Requires-Dist:	tqdm (>4.25.0)
Requires-Dist:	packaging (>20.9)
Requires-Dist:	slicer (==0.0.7)
Requires-Dist:	numba
Requires-Dist:	cloudpickle
Requires-Dist:	xgboost; extra == "all"
Requires-Dist:	pytest; extra == "all"
Requires-Dist:	catboost; extra == "all"
Requires-Dist:	transformers; extra == "all"
Requires-Dist:	ipython; extra == "all"
Requires-Dist:	pytest-mpl; extra == "all"
Requires-Dist:	torch; extra == "all"
Requires-Dist:	pytest-cov; extra == "all"
Requires-Dist:	pyspark; extra == "all"
Requires-Dist:	lightgbm; extra == "all"
Requires-Dist:	sentencepiece; extra == "all"
Requires-Dist:	numpydoc; extra == "all"
Requires-Dist:	nbsphinx; extra == "all"
Requires-Dist:	lime; extra == "all"
Requires-Dist:	matplotlib; extra == "all"
Requires-Dist:	sphinx-rtd-theme; extra == "all"
Requires-Dist:	sphinx; extra == "all"
Requires-Dist:	pyod; extra == "all"
Requires-Dist:	opencv-python; extra == "all"
Requires-Dist:	matplotlib; extra == "docs"
Requires-Dist:	ipython; extra == "docs"
Requires-Dist:	numpydoc; extra == "docs"
Requires-Dist:	sphinx-rtd-theme; extra == "docs"
Requires-Dist:	sphinx; extra == "docs"
Requires-Dist:	nbsphinx; extra == "docs"
Requires-Dist:	lime; extra == "others"
Requires-Dist:	matplotlib; extra == "plots"
Requires-Dist:	ipython; extra == "plots"
Requires-Dist:	pytest; extra == "test"
Requires-Dist:	pytest-mpl; extra == "test"
Requires-Dist:	pytest-cov; extra == "test"
Requires-Dist:	xgboost; extra == "test"
Requires-Dist:	lightgbm; extra == "test"
Requires-Dist:	catboost; extra == "test"
Requires-Dist:	pyspark; extra == "test"
Requires-Dist:	pyod; extra == "test"
Requires-Dist:	transformers; extra == "test"
Requires-Dist:	torch; extra == "test"
Requires-Dist:	sentencepiece; extra == "test"
Requires-Dist:	opencv-python; extra == "test"
Provides-Extra:	all
Provides-Extra:	docs
Provides-Extra:	others
Provides-Extra:	plots
Provides-Extra:	test
Description-Content-Type:	text/markdown
License-File:	LICENSE

[No description]

WHEEL

Wheel-Version:	1.0
Generator:	bdist_wheel (0.40.0)
Root-Is-Purelib:	false
Tag:	cp39-cp39-win32

RECORD

Path	Digest	Size
shaperone/__init__.py	sha256=6-ZBPvx9IFtze-9u0BqzjpIm1M9-dr0Z85fWO-iLWG8	3350
shaperone/_cext.cp39-win32.pyd	sha256=vPMrqfAfTQbiAavPqQGwRLT4MUC8ipb7dR0tbuHus_A	36864
shaperone/_explanation.py	sha256=TbXtgdMHt_EBA49Uix_aXC9sM62bEm3JvHtBrfHXLzE	33251
shaperone/_serializable.py	sha256=yYIxnz3MBxQjp7gSi9lYc9x7KLdWJKa9W4DGzl_EwfY	8911
shaperone/datasets.py	sha256=QRHvDMsZgKV1Jm6ruVaW6t9v9IaumQDAGLIEuMPdt8Y	9576
shaperone/links.py	sha256=Dv5RIgIMqILEKcZY6G0FqvIfOsfA8NzMK5oHA94wD9c	528
shaperone/actions/__init__.py	sha256=FA8jZ_kxWo4mrqH62U9s0Un95giIKPqcbTc-w5uFrZA	27
shaperone/actions/_action.py	sha256=RtTYSyZyQbVwJgLm24meJ9wn3FoLhQdywRzR38qJYUs	217
shaperone/actions/_optimizer.py	sha256=BPN0CEIyzenejXlePR6XyidUq4EQa4CLamfdlMhn0XI	3728
shaperone/benchmark/__init__.py	sha256=oLfjGux2ymVxTxaoCkiRIf6X5oQNN_Bj60GpIJtwmWg	219
shaperone/benchmark/_compute.py	sha256=WwQwyNzzQOUHBFogw9SPslKG-xeup6Zisp9sS39EWAw	297
shaperone/benchmark/_explanation_error.py	sha256=3aZnmXko-YRMSVfJeqa7Pc-DLEner6VKxJmoAVb6rfU	8272
shaperone/benchmark/_result.py	sha256=Vn6sTY2abSURPzqePs-Y8u7btyvTP9tqFcO2phhGKgM	1108
shaperone/benchmark/_sequential.py	sha256=mpxsL9H6SxHpq5on3S4UmYHM4WodNJDYVAljZr8OlwM	13726
shaperone/benchmark/experiments.py	sha256=760eqzlLRW_snx1otKAyETwt31UMo2GnTDW355K_s8k	14601
shaperone/benchmark/framework.py	sha256=fFC0IreVZ6vK4-Mah3G8UHNglXGl1NioGcyZsbIjs5I	4356
shaperone/benchmark/measures.py	sha256=HGZrbh3LhJdjo3Jc0UKQeB51W_C5Ru1KN_eI6_pBw48	19025
shaperone/benchmark/methods.py	sha256=qfJmGV3tNyet709-MHb4GLMpaRoPoyXDxHMYprYleOI	4431
shaperone/benchmark/metrics.py	sha256=mJZ71pEjxwoA-xiUAOO2UVg7imvwF0IdfihOuTKuXHk	32202
shaperone/benchmark/models.py	sha256=qRmv6fxBbEobsTXqYwHq2Y0P_hjSrOwhbPrwMJXfY9Y	6744
shaperone/benchmark/plots.py	sha256=6NeyjeKql13YRSZTRgACmEf6Du9-yD3YKQjC1mbLtY0	24374
shaperone/cext/tree_shap.h	sha256=ggWYKu9IR8uLELS2692Hg9qylEtKap3MV2SUNQ5IY2s	59716
shaperone/explainers/__init__.py	sha256=kwdbYBvdfo9_5SaWqsh02nsPU_-HaIrNS25iPBwDo98	276
shaperone/explainers/_additive.py	sha256=jv9aYrNK5rb4XOZMAdeKsapnK6SXsLoWy91dsbKcvm8	9136
shaperone/explainers/_exact.py	sha256=N2-szV1B91dNwykX5NQwapCIqpBF0qvgOmxtB2Qh3A4	16649
shaperone/explainers/_explainer.py	sha256=veB2IpK7Raak48TgJS7PvO_CWDnLfibwbGJ9oPBrgvc	23690
shaperone/explainers/_gpu_tree.py	sha256=XcafueHMICabaJqSWX0pR-37-I7l3we1-0d3NmKhpwQ	9508
shaperone/explainers/_gradient.py	sha256=iHW-W-7WZuy-SeHkY76fwmgxzTCwJNT3ilGvGaZ8iIU	27810
shaperone/explainers/_kernel.py	sha256=TKG20jmOopBnlRQ20Z1O_iN964FGMlT7U5gxBlCmX14	31629
shaperone/explainers/_linear.py	sha256=hJrHbuxyjfKC39797Qne-L2J82r5lUPXsuP7Mjd1qyU	19528
shaperone/explainers/_partition.py	sha256=LguMn4oeT7JsemfEYLtO4DVbUFDxTyxZzIdVs-_4LrA	32448
shaperone/explainers/_permutation.py	sha256=-nn8yPN8VAUxGjg0EilV1iQCppgpktkANdCzt17RY4Y	11161
shaperone/explainers/_sampling.py	sha256=UoNubShL--dl8kNZ6wCryZ13DDfQdqYrOzDjPpSA7Nk	9449
shaperone/explainers/_tree.py	sha256=yhp7YGIMY_1blhqDo9dglP4vqsXxUj1bLkhIouy6Bd4	95345
shaperone/explainers/mimic.py	sha256=CQ25k3oIM_YiftT5hd7MjX5tPMC0dma7xd8PNDZfiLQ	5112
shaperone/explainers/pytree.py	sha256=QeGNdT1a3nqgu1pP7iNOT89WBbnmBJqryoxycw9IhOg	20761
shaperone/explainers/tf_utils.py	sha256=QgJGCl-emUKZdIxWBf3LXPxn2xfIHIJMfVc8vMfaINk	2867
shaperone/explainers/_deep/__init__.py	sha256=84Nia6vgW-W-Eo8b1WtcZHvzMz2MpNqxrPHGu3-ulTY	6854
shaperone/explainers/_deep/deep_pytorch.py	sha256=lAr71BMZaqUjKFa5U1ZHUTVQixaMljudAI-e8o9HJwA	16567
shaperone/explainers/_deep/deep_tf.py	sha256=ZtovzQVKPCdTZ37KElwQkc8uYrVQmLeYhksqno6NH7U	35774
shaperone/explainers/other/__init__.py	sha256=3WANM8Wv_UeixpyrCZry3afJYX2wnnjEnT-cuj-UFy4	167
shaperone/explainers/other/_coefficent.py	sha256=kiMUOzquSCVSBknFqZhQR88bGSJIw2hE7HOWvgk5cKI	527
shaperone/explainers/other/_lime.py	sha256=vqKaVLoZFDroXPs4PMSMS7IPJjDCXR31JEWCb11kzMo	2596
shaperone/explainers/other/_maple.py	sha256=2fZrE3PkuIAS6-wVypRR2wZqlbPn6b2qIE4g3hCS0ZA	11717
shaperone/explainers/other/_random.py	sha256=VM0yqvG3zK8njrAkj6_4DXPuwUHAcfqFbYHprcU79R0	3420
shaperone/explainers/other/_treegain.py	sha256=EXfeEPNhrae3jKiTCYp7n02Q_qmCl1jxJxTJqh1S0cc	1311
shaperone/maskers/__init__.py	sha256=H4_AF0KLXW_Vry3MEPvgoCegprNUnyHcVqxyQ8jiq_o	291
shaperone/maskers/_composite.py	sha256=xVMeb2Q3sG-5-WFXeKZOdrmtoxJ9WOAuV48kByUsI6k	5355
shaperone/maskers/_fixed.py	sha256=Ff6MNs8JglfAg9hvhOBToZw6q8U7K5CksOA-urpj8sI	1032
shaperone/maskers/_fixed_composite.py	sha256=fSLsj5YvwPhFYE-HSgvdPu63gE6FqhAXWlUvADMVx64	2478
shaperone/maskers/_image.py	sha256=bH-7RaJh_XTDvCextc0iMaXxai8aBvYohXkSiorXFJY	9801
shaperone/maskers/_masker.py	sha256=kQvkX4yygyHIf2fUxVMXr04jKMYQ_T3aTL7j46MKqSA	778
shaperone/maskers/_output_composite.py	sha256=uqm01Qk0xrLXkTKwQmFZFEv_0rhjm0KuIjw6BdqCODA	2762
shaperone/maskers/_tabular.py	sha256=B718-SQTXBaUrFGK8RmZfjmaQxmj8R-rqCn5R-HyPeI	14481
shaperone/maskers/_text.py	sha256=Ix0LIxWJMuMeSWvltrlPViD_Z1uJTXlD1cvR92MIaoo	22092
shaperone/models/__init__.py	sha256=kLqH03xUi54rOm6hfv0mZG6b0uepq4fWgybepnsUgnY	207
shaperone/models/_model.py	sha256=vu59j4CqV85ZSrD4Pyyp0g1ATMFehDqewcpMpDEf5sI	1544
shaperone/models/_teacher_forcing.py	sha256=VL-jQxdYEHm432ObOWfnvSuxurO6lhq10WCO9xnvXdc	19107
shaperone/models/_text_generation.py	sha256=sLqGW-Zco3GU-tLDkTcHZV7f2CdjoNrF54p8MYC6NqM	10207
shaperone/models/_topk_lm.py	sha256=9CsVSS1aEbxoyEm3x-4UxqODmNnaZC5JA0AC-rK43fg	10371
shaperone/models/_transformers_pipeline.py	sha256=2frfg20-MY7b0__YCoQMGuTYGo1Wg-cRCJsvM3srHy0	1659
shaperone/plots/__init__.py	sha256=b59--emdbeduq2DMo-VJqPjOGjK1VEORVfj6yzAJeuY	706
shaperone/plots/_bar.py	sha256=Bmg8uIORZ3biha2d0nlmInW0B_kIe_d5eTqQ14ve-z8	17711
shaperone/plots/_beeswarm.py	sha256=ihJiOQ3-3Sv7mp7OK9ZrZ3HBnWa4O6uLuQ7Kr3FO2m4	41999
shaperone/plots/_benchmark.py	sha256=k9Vsl_9RSF3P-6Xz-x0LKs5YisY14y0LkVCkaodAwkU	9683
shaperone/plots/_decision.py	sha256=aHJg3uGmf8YoZLe4-2fzxgElz24Kg7ZhWu3fHNKijQI	26634
shaperone/plots/_embedding.py	sha256=vya3jeS6XDyPB40pkOpiCogS0FPFujtCjdCBywCVB20	2890
shaperone/plots/_force.py	sha256=aNqU6RI8bErRoGZIrEA50tOfPUhq3FioDd3_JD1gwTw	19952
shaperone/plots/_force_matplotlib.py	sha256=32ngIPkGjs90P4bgw1pezzNnoS16zIpcniRHockIgz8	15208
shaperone/plots/_group_difference.py	sha256=DyDvaoKOZUJnGX5WI7pgPx7JcPlR0UQhrRI3C8lTcQE	3212
shaperone/plots/_heatmap.py	sha256=m11LUzM5V5-iMr0U2grdrdnObRTERGVcYJSbK86Rdzo	6654
shaperone/plots/_image.py	sha256=wIrZQT3RfojpnLXNw8WwwWN3kln3XERcG-d49l2nqok	25696
shaperone/plots/_labels.py	sha256=Z80dXl3Gn1JNgXNqoDM2NbesOVmcqr43J2mUP89IY00	622
shaperone/plots/_monitoring.py	sha256=89jrWvMWjOTF06AKB9SmJRCeW-D8HpxfqE2-aCIHiEA	2908
shaperone/plots/_partial_dependence.py	sha256=BgwQ5Ny0ZACKna1WrM7B4g9iGoodK9dJ6Q8B9FJA748	9771
shaperone/plots/_scatter.py	sha256=pmTpskHvVqFiVOHVBLH0K59vjL7lEZ7_YdGJ76Wcl5E	33792
shaperone/plots/_text.py	sha256=4fvK01EZvFDrEGETgk-d6wRAaNePhyXPc9dUvPF9mGU	60499
shaperone/plots/_utils.py	sha256=ZQkLshKzvXGuUjtSdCB1xmOYgA36iDh_1XFIMFjmZCM	7848
shaperone/plots/_violin.py	sha256=VK-nJYk_Vrp7i9LY_cnqF3LsQp9VYtJIaMm1f_1oDs0	24460
shaperone/plots/_waterfall.py	sha256=enT0LBNuptkG04gWN4gqQ4lF53biV9c9no_N1NAr4x8	27205
shaperone/plots/colors/__init__.py	sha256=exITdUYMAi3rz8QbS_FFoDix07LOlcg5Q1_uByfJ5_k	264
shaperone/plots/colors/_colorconv.py	sha256=LDfe67mNUd_wbomOxQ1ZJEkGtAjSBvNbDh2aJu4pseo	37746
shaperone/plots/colors/_colors.py	sha256=lOLQgG71-NZ7emftcbgs391xtTILMB1iaf2AwQBfnxA	5247
shaperone/plots/resources/bundle.js	sha256=7PLO6Kp_aEk4DlyjdzD5ZmN7sRcsFovi98b1WWRGh6s	370859
shaperone/plots/resources/logoSmallGray.png	sha256=I7UAO6eO-2ghl7qW2AVkpn7LXkQ_8yVSOFh9X8aQqjc	570
shaperone/utils/__init__.py	sha256=arA4aYrxyhHJb2AH3wHAoKei-rqBfWTFk_ojTe0TFgA	453
shaperone/utils/_clustering.py	sha256=_bWeEGJY0_29KDoFDgD_KiEpqjYZM5s75bvtcwyWW0E	8783
shaperone/utils/_exceptions.py	sha256=Vmzv5ZHRlfduavt5UsDwmdOHaQ3X8Kh_m6Z-rL0_B-w	625
shaperone/utils/_general.py	sha256=EAFXjRH7OukO-0CPJrDjoVd7pK06iVjieGL3F9t6HT8	10957
shaperone/utils/_keras.py	sha256=4kVRdb9bn30fcCdqEIPOHIUGpf-7uwhK9aeRy2jMIiQ	2640
shaperone/utils/_legacy.py	sha256=7dpdY6Zs-MiNbeUkdpuEj-hldKgkixxnzzeBfRIw7l0	7574
shaperone/utils/_masked_model.py	sha256=HsHWJ7IADOFfakzUBGWdcphYfFijFKlF_YmsbdXOMvU	21899
shaperone/utils/_show_progress.py	sha256=iK0UqyWYg0PLCw3dd1Ofo2WH6ZatXZjevLGhqTn9VZM	1263
shaperone/utils/image.py	sha256=O8gMJ5JD3exOVkHCyfhONPfmi7W9V85FG7cAJhhEwAA	5562
shaperone/utils/transformers.py	sha256=ytC2GY_3_mPEYj-zxU2RUGO0lIiUeH0np9iBkDX-Ju4	6650
shaperone-0.41.6.dist-info/LICENSE	sha256=cy01u9UnXllzu8yjdtSEHiMYeoVd75sORu-VGsHMqMU	1102
shaperone-0.41.6.dist-info/METADATA	sha256=Yx2A_L80N645LuD4c_ryu1gUd3T4gDcbPVpvf3kAHmw	2795
shaperone-0.41.6.dist-info/WHEEL	sha256=1aMbN4t2zTDfBHuhuWzAfIzzQesiKpXOWwJmQwUBD2M	96
shaperone-0.41.6.dist-info/top_level.txt	sha256=mcyuG2IMfaT_ug8qk4POWDDOHiYJ35N3eo5zC_YWR2g	10
shaperone-0.41.6.dist-info/RECORD	—	—

top_level.txt

shaperone