interpret-core

View on PyPIReverse Dependencies (7)

0.6.5 interpret_core-0.6.5-py3-none-any.whl
0.2.2 interpret_core-0.2.2-py3-none-any.whl

Wheel Details

Project: interpret-core
Version: 0.2.2
Filename: interpret_core-0.2.2-py3-none-any.whl
Download: [link]
Size: 5210130
MD5: 3388064b017c423806a1c3049215b605
SHA256: 5e366577803baa0750f52e13fb92875aa39fced7f85968dec4bd2f81a602d6de
Uploaded: 2020-10-20 01:36:03 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: interpret-core
Version: 0.2.2
Summary: Fit interpretable machine learning models. Explain blackbox machine learning.
Author: InterpretML Team
Author-Email: interpret[at]microsoft.com
Home-Page: https://github.com/interpretml/interpret
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Dist: dash (>=1.0.0); extra == "dash"
Requires-Dist: dash-cytoscape (>=0.1.1); extra == "dash"
Requires-Dist: dash-table (>=4.1.0); extra == "dash"
Requires-Dist: gevent (>=1.3.6); extra == "dash"
Requires-Dist: requests (>=2.19.0); extra == "dash"
Requires-Dist: psutil (>=5.6.2); extra == "debug"
Requires-Dist: joblib (>=0.11); extra == "decisiontree"
Requires-Dist: joblib (>=0.11); extra == "ebm"
Requires-Dist: lime (>=0.1.1.33); extra == "lime"
Requires-Dist: ipykernel (>=5.1.0); extra == "notebook"
Requires-Dist: ipython (>=7.4.0); extra == "notebook"
Requires-Dist: plotly (>=3.8.1); extra == "plotly"
Requires-Dist: numpy (>=1.11.1); extra == "required"
Requires-Dist: scipy (>=0.18.1); extra == "required"
Requires-Dist: pandas (>=0.19.2); extra == "required"
Requires-Dist: scikit-learn (>=0.18.1); extra == "required"
Requires-Dist: joblib (>=0.11); extra == "required"
Requires-Dist: SALib (>=1.3.3); extra == "sensitivity"
Requires-Dist: shap (>=0.28.5); extra == "shap"
Requires-Dist: dill (>=0.2.5); extra == "shap"
Requires-Dist: skope-rules (>=1.0.0); extra == "skoperules"
Requires-Dist: pytest (<=6.0.2,>=4.3.0); extra == "testing"
Requires-Dist: pytest-runner (>=4.4); extra == "testing"
Requires-Dist: pytest-xdist (>=1.29); extra == "testing"
Requires-Dist: nbconvert (>=5.4.1); extra == "testing"
Requires-Dist: selenium (>=3.141.0); extra == "testing"
Requires-Dist: pytest-cov (>=2.6.1); extra == "testing"
Requires-Dist: flake8 (>=3.7.7); extra == "testing"
Requires-Dist: jupyter (>=1.0.0); extra == "testing"
Requires-Dist: ipywidgets (>=7.4.2); extra == "testing"
Requires-Dist: treeinterpreter (>=0.2.2); extra == "treeinterpreter"
Provides-Extra: dash
Provides-Extra: debug
Provides-Extra: decisiontree
Provides-Extra: ebm
Provides-Extra: lime
Provides-Extra: linear
Provides-Extra: notebook
Provides-Extra: plotly
Provides-Extra: required
Provides-Extra: sensitivity
Provides-Extra: shap
Provides-Extra: skoperules
Provides-Extra: testing
Provides-Extra: treeinterpreter
Description-Content-Type: text/markdown
[Description omitted; length: 88 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.35.1)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
interpret/__init__.py sha256=KVRjj6g4jI63_HNkBidfNSt3vqzMj7rdG4dHczyEs5A 789
interpret/develop.py sha256=CVAiTY6KkFcS1mZ0phKKADBdFFsMZaaoKrg3qV77Aq4 6156
interpret/pytest.ini sha256=rCzNlJ4oZ05SHi5cMLI_xQpY1UgPZAN484Pr07fvM3k 96
interpret/version.py sha256=LAok1EJnWMJVAIFUaFRRs0tCtdNDAMp5BWD6EtsAT1s 158
interpret/api/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/api/base.py sha256=x1b94h4JkKP9LTG5oyQmytLiO68NmPrSv0nulTHNZM0 2300
interpret/api/templates.py sha256=q7nQlWbCDW5Kxo12OnpgkIL9A2Vm-lwU8fjyNxTuxcY 6179
interpret/api/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/api/test/test_base.py sha256=fz67IXaYIM-M8hsvOe5GMUf5omQwOl99_oqlk_YLJt4 1876
interpret/blackbox/__init__.py sha256=3J6FVyhYBg7Uba3GQKPvcSJ7yAyT9YSTDqDzBaRZCEs 370
interpret/blackbox/lime.py sha256=bYnUsACsQbcA1u4l7naFGW95XPgQjC90NFhJv5xhMHE 5073
interpret/blackbox/partialdependence.py sha256=67ddF6gPHt75gNi-bxOCeZjmbcHxPoo00WDVhERxUHY 8054
interpret/blackbox/permutationimportance.py sha256=Buw-1zEqUaT-0gDZlAsPKah9sOwqV5qi1M7Z7DbIVSs 10316
interpret/blackbox/sensitivity.py sha256=rVayL2wPDZV0gGicNG-6ftwnlxQdhzocpY1_CT51GuI 8966
interpret/blackbox/shap.py sha256=2-mLAGUuwTHcU_--APQjPCK06W1WKeCPDGm24Nun7I4 2366
interpret/blackbox/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/blackbox/test/test_permutationimportance.py sha256=KAzDkpVdX4aLg2ShuOg3Q-PmXg-9p0d3nKgJ8wdjNaM 1435
interpret/blackbox/test/test_sensitivity.py sha256=feFO9QZWsyJTPkWoPKIz4AzqaGVwwsA4hvzLP0ZJboY 449
interpret/data/__init__.py sha256=h9zEa7oj7imZ3xyea4xTzW4NWcDIQJY4gQ_SS12f578 150
interpret/data/response.py sha256=_h0bwdKgdrS9n6Nya6IkXFSQvf021EoExMdtV_4vvFQ 13985
interpret/ext/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/ext/examples.py sha256=VCfBi-toat8nTU3PDpsDVsGFHUEsx4VayD8NyjItOPI 2078
interpret/ext/extension.py sha256=2k2tFQFmSLn02LQRR3UVWiZIuTlvmvOrIRPd0t6xXe4 3427
interpret/ext/extension_utils.py sha256=R-do1Zu66x1sZ6EB1Ywos60o5h7wEBfhNqJe6zlou3w 2976
interpret/ext/blackbox/__init__.py sha256=eZVBPII90rczKUs1akrQXJU-N8luykjcU6ueDrilW-U 359
interpret/ext/data/__init__.py sha256=5EOk6Lu_Kd7v485l4wo8yElh4lJoQQfvSydyBH_xpCw 343
interpret/ext/glassbox/__init__.py sha256=eR7kVB2JfuY3JWpiTkoix4BfVn_blFQuMXN1aSR7xCU 359
interpret/ext/greybox/__init__.py sha256=Yyv_ty1Kuulz5K1kEYWw5ncxPivyT447r-T6hL1Agko 355
interpret/ext/perf/__init__.py sha256=J94tr2aG9x7C3ekpYBZ7x34xrMJyalS7JxXj59_2dLA 343
interpret/ext/provider/__init__.py sha256=cbvknSmxixZeYXjVQGJjLEUM3t7dXwLcpws5XNlmpsQ 333
interpret/ext/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/ext/test/test_examples.py sha256=4S2tCY2PBASIV7_bKY61KuYLRAX6Z2uf4CVYLqvmg34 2469
interpret/glassbox/__init__.py sha256=CSrvL_yaprgLe9qBG4PGOTEf7YLxvM-yGYSbm7WPfe8 425
interpret/glassbox/decisiontree.py sha256=mklpT71SvfzmbylpIJNBiUke34hFqxKGlHwn--lkm-4 17767
interpret/glassbox/linear.py sha256=fL5y6kAS8KVC3oPM5BMugMOj7ATFgJi_Qls9UlSbJXo 13817
interpret/glassbox/skoperules.py sha256=t2CKuad-pHxeKXxA94QLaXuGULGaLGY1Btk3WNteyg8 10953
interpret/glassbox/ebm/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/glassbox/ebm/ebm.py sha256=nHRWTb90fn9Rh2EKsYS2CYtJkhfbaLnmJjw4av1pp1w 66564
interpret/glassbox/ebm/internal.py sha256=vuZsESB4Kw9yoH_9PuSaoBXBRAqwfSqR6JjFYCLM2Jc 47448
interpret/glassbox/ebm/postprocessing.py sha256=V-gsThTpjXE_i7svnKV20fHMfjhPcRX616_ix43x2Ts 3248
interpret/glassbox/ebm/utils.py sha256=u3MomYZRQe8UtWQxkHZ5TXXKlJc_0QoOLkj685JVTZs 10011
interpret/glassbox/ebm/research/__init__.py sha256=So5ivqqCrgGV3RH7enUAK3J8-pI4EZJ_RKqTrLKm7A0 22
interpret/glassbox/ebm/research/purify.py sha256=NWG10PcqeEaVaPBocBG8SZUZEnDKi7mNvoHK5KUlctA 4253
interpret/glassbox/ebm/research/test/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
interpret/glassbox/ebm/research/test/test_purify.py sha256=dy1mmQIBaBs78FbJvE7-XGRjQWvJWDfTIh-MbLWEIgg 8307
interpret/glassbox/ebm/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/glassbox/ebm/test/test_ebm.py sha256=oio5SCe7ukIneV3QjXCyJ7mDMem39b9s3byq5q3fL2k 9484
interpret/glassbox/ebm/test/test_postprocessing.py sha256=176Fe0ANzXtTIjh5eC9y4aYOglSoY4rcyMWb98skbl4 737
interpret/glassbox/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/glassbox/test/test_decisiontree.py sha256=CEEYCqi2jCSsgwkq-HxwYLXAZhkuU2OvClZZscqWUmU 2036
interpret/glassbox/test/test_linear.py sha256=DaDqS-8YM39ouNAn6Nr2GxAkwWOkyxsEAeUbf0bW3lY 3486
interpret/greybox/__init__.py sha256=e6-_VP8aJWH302tv0ZPWXJrlLdekBGhEfjpNQ-f6csg 193
interpret/greybox/shaptree.py sha256=YjL-MjnhmgaBLYe05x3FugCZC51dcSQzy8hn3-GX4aE 2693
interpret/greybox/treeinterpreter.py sha256=7Toe1pxFRLdmr-DeW6jxnuobSXKJZJtk4lchMHNIIw8 4265
interpret/greybox/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/greybox/test/test_treeinterpreter.py sha256=kH-2XZLG5hwyRQOMHTcBZBN1Fe9FJTDEl7tfgogdwS0 1456
interpret/lib/interpret-inline.js sha256=6qTK3Dyimu6ZqPXqP6yGC1CkIptebJIDfRnQ1FMSzCc 3686423
interpret/lib/lib_ebm_native_linux_x64.so sha256=c9mbWZq6xG5jusE58ersKwQDr8lnPf9cSOTgrDVzEpM 570160
interpret/lib/lib_ebm_native_linux_x64_debug.so sha256=xWJpMTvF7UMridkawOG98dZV4XGbDjjNnP7fhi5lPUM 1111432
interpret/lib/lib_ebm_native_mac_x64.dylib sha256=MbA7rVcbWHYRXOCT_2DLDXL73Jx5nkpBzI66a7jLIyw 381972
interpret/lib/lib_ebm_native_mac_x64_debug.dylib sha256=rHzF6RJ6lRfTpScsrwVBbOROr3YYUzK4ljC0bZ5dBNY 2340632
interpret/lib/lib_ebm_native_win_x64.dll sha256=7wgMEUgA4v9hnJ4azkj1BeOl7Y_-tqng5Q5uawVps-Q 396288
interpret/lib/lib_ebm_native_win_x64.pdb sha256=ZpLkDutiOGH1h-52WkkXrAUYt6u80R4EDA6Vv7oEYcA 5394432
interpret/lib/lib_ebm_native_win_x64_debug.dll sha256=IxtM9PZ2L5w6HoUIFWXockn9OFd33Aq2X4BYpiLcwT8 2361344
interpret/lib/lib_ebm_native_win_x64_debug.pdb sha256=bT2KB35P7bFd2Qi5lHV03OKKmSWehkap3Hrxr0rrTR4 6696960
interpret/perf/__init__.py sha256=PFw_zYN1xIytqUnkqFC2TUKwG850fRJLrjzCmvAlRjg 183
interpret/perf/curve.py sha256=iABnD8OkwY3rNmRBcUTV6JBUMn5wCJoJry7zB6iVXyM 8564
interpret/perf/regression.py sha256=kLcPlk8zUhbTMaH1tsnaEN8vPiJmTQXzjezMDz31v24 4679
interpret/provider/__init__.py sha256=fA2YTdkM2KtVzWNStuytkHakn42fODKvIRbysfmOwgo 307
interpret/provider/compute.py sha256=suWS2ysFs7MJSbg5A5z-3DjFA1GF4Op0SWXKB8OvAT4 871
interpret/provider/visualize.py sha256=CnhzDsYS0bZ3sHZHiPraUSJrkr1Z1NxAug2F4pQwLVk 6899
interpret/provider/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/provider/test/test_providers.py sha256=OLY69mub-1rcQFqKwMrRdHOR006yNdZmLEHH4uNwixY 2400
interpret/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/test/test_develop.py sha256=YqXBrcLS9Pb7-pAALnDCVSowUGdDtTt1lAimI1FXRL0 1482
interpret/test/test_example_notebooks.py sha256=zvfhBgWXg1sAoulK1UowE5YClO-IZ4Zh8XRSRo6tqjU 2075
interpret/test/test_explainers.py sha256=WWCZGpN-8aDg-KGEo41SeDSnvTBPC8Ongb-9mlic8lU 2757
interpret/test/test_ext.py sha256=7fmzg3hlrcYbUgt3qPyk087pEfRqaVIu8AxdeUqseWM 2685
interpret/test/test_extension_utils.py sha256=GeMIMhBcQQQf_-1dCWwD6PW8GpCh2ngwL1rADVIQVH0 684
interpret/test/test_interactive.py sha256=FfSPDq7EqT--oap3zIQVRjjV3IikGIMIEVihH05kEj4 4870
interpret/test/test_mli_interop.py sha256=iu-3TTAIRBGAdLPSq8VRHhTgA-Y6wGEOrQGo-tGF_CE 1092
interpret/test/test_selenium.py sha256=39WhXzmcBjxd5Fa6h6kOUQsXMKCA3nmuZ8na-cwxuLQ 9263
interpret/test/utils.py sha256=AKaDvN6ai9V6eUo5ZkLiWKjoRa-KgztZWZlXqrEGOWw 6964
interpret/utils/__init__.py sha256=SbTKn4sokZ7LIhqY5BDpd7aTRNy2XgcIveSt2QwqhBs 127
interpret/utils/all.py sha256=yibck7dYlIyvrSoqdYuwmTQaXvCHSNZQSTDo6KjUd2k 13330
interpret/utils/environment.py sha256=6D1CyOM1eQRNK_1z7BkN6VJir4UCsBcf5U_mzmTfoPk 3926
interpret/utils/shap.py sha256=EusLMClFilUgC0Pew6GKwJlhiYHW60QZWY4WRDL95sg 2425
interpret/utils/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/utils/test/test_all.py sha256=0uxcJedYDPpXlMSK4ikaUnW3IDtbphNGcaQLNv0hZXw 1185
interpret/utils/test/test_environment.py sha256=ZX7CvJGDFCEYSq8B9CoXLXQxX9YPqYEn2OyEqfpTGp0 445
interpret/utils/test/test_utils.py sha256=CagWWMGu6aIS1EZpUUzoxxdHgM0-woR3ECVnpG1Lbig 1976
interpret/visual/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/visual/dashboard.py sha256=A5vEueeX7v4EzAy_di3AHcnWwezb15cjkc0dVtAfA0w 12863
interpret/visual/inline.py sha256=YEWSANc3s0bJt6O3VwCuoXADVbtXPWx8VPFq6Dm2Tg0 6574
interpret/visual/interactive.py sha256=L_sf9Y64ssZvQZN9NJVlUFjaURh8IHgtSesXk6ff0XE 7274
interpret/visual/plot.py sha256=_O6yziQ4fWf26emXx2ewKwUCWe4qHAP5MiS59u5TL0c 22846
interpret/visual/udash.py sha256=fTtNHYC-ZlfBN1M8kIldOtwcVbkwNj07H7fIBKrSID8 32132
interpret/visual/assets/favicon.ico sha256=KlJWGlXNG1ndVFKxgUsacK33jfSww3EBzhHLQ3NxuMk 15406
interpret/visual/assets/udash.css sha256=3Xi6fawBO0OR7dPhS6wFS8cCAXrvhl2oOn1AAuv82V8 15850
interpret/visual/assets/udash.js sha256=Tk7BGREqkzCQ_0jaOCLklpxKGjgWOyvgkgdR20vigG4 592
interpret/visual/test/__init__.py sha256=fsTnd5wGhGNW2ah_2zZsEVCsw_FMr4pYdepZgaJs42A 88
interpret/visual/test/test_dashboard.py sha256=4GdoJ-O5IbOkzWBUKRhx38vTKk6Ml6oXcX6LWqDv1Ug 347
interpret/visual/test/test_inline.py sha256=D0kgMQGszLzJ4K1R-iyY8isTFKKQOlOMNUZecWBbiYk 889
interpret/visual/test/test_interactive.py sha256=nCg4IlDdRfRlb21l9lip8EgERphBIOErgFs0XJjAJNw 495
interpret/visual/test/test_plot.py sha256=P7jLCDHKNoWH-HGCec5srgf4SX7nSWpRzF_ZRI4T9AU 406
interpret_core-0.2.2.dist-info/METADATA sha256=2knV8sz9rtBX7pstGCqRHCokU4_kehNVKDjoMc6DOls 2763
interpret_core-0.2.2.dist-info/WHEEL sha256=EVRjI69F5qVjm_YgqcTXPnTAv3BfSUr0WVAHuSP3Xoo 92
interpret_core-0.2.2.dist-info/entry_points.txt sha256=M3fMZ5Q91Av_760jIZzn68QOWnq7h0NzqP0Jpy-Yr5k 579
interpret_core-0.2.2.dist-info/top_level.txt sha256=5SnWJqZGBXJSt59D8K2yMt5C6Yu9f2qCu24sTFAAC5A 10
interpret_core-0.2.2.dist-info/RECORD

top_level.txt

interpret

entry_points.txt

ExampleBlackboxExplainer = interpret.ext.examples:ExampleBlackboxExplainer
ExampleDataExplainer = interpret.ext.examples:ExampleDataExplainer
ExampleGlassboxExplainer = interpret.ext.examples:ExampleGlassboxExplainer
ExampleGreyboxExplainer = interpret.ext.examples:ExampleGreyboxExplainer
ExamplePerfExplainer = interpret.ext.examples:ExamplePerfExplainer
ExampleVisualizeProvider = interpret.ext.examples:ExampleVisualizeProvider