shaperone

View on PyPIReverse Dependencies (0)

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-cp36-cp36m-win32.whl
Download: [link]
Size: 433374
MD5: 32bc954857e392c9a73775e5dd35bbb7
SHA256: 36e04722b0d318da432ad69130ba9efc8d95069de287db7ec4215e8f572f8cf5
Uploaded: 2023-06-01 11:38:55 +0000

dist-info

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: sentencepiece; extra == "all"
Requires-Dist: numpydoc; extra == "all"
Requires-Dist: sphinx; extra == "all"
Requires-Dist: matplotlib; extra == "all"
Requires-Dist: opencv-python; extra == "all"
Requires-Dist: sphinx-rtd-theme; extra == "all"
Requires-Dist: xgboost; extra == "all"
Requires-Dist: ipython; extra == "all"
Requires-Dist: pytest; extra == "all"
Requires-Dist: transformers; extra == "all"
Requires-Dist: lime; extra == "all"
Requires-Dist: lightgbm; extra == "all"
Requires-Dist: catboost; extra == "all"
Requires-Dist: pyod; extra == "all"
Requires-Dist: pytest-mpl; extra == "all"
Requires-Dist: pyspark; extra == "all"
Requires-Dist: pytest-cov; extra == "all"
Requires-Dist: torch; extra == "all"
Requires-Dist: nbsphinx; 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 (0.37.1)
Root-Is-Purelib: false
Tag: cp36-cp36m-win32

RECORD

Path Digest Size
shaperone/__init__.py sha256=6-ZBPvx9IFtze-9u0BqzjpIm1M9-dr0Z85fWO-iLWG8 3350
shaperone/_cext.cp36-win32.pyd sha256=ALxfkA5Crr8D3v4FH-6IxP9ulCyyrcxCJW1nL0VrRFw 37888
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=pAc6iLKmxlMSI54WcVtUeQRrr3Jx_tA6PdB5rZ09ucs 2749
shaperone-0.41.6.dist-info/WHEEL sha256=ZX-iFFGFiHZRWPwXowAnONYwAL2TBxDHVbhC1HaSV9Q 97
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