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LASExplanation

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0.0.1 LASExplanation-0.0.1-py3-none-any.whl

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Project: LASExplanation
Version: 0.0.1
Filename: LASExplanation-0.0.1-py3-none-any.whl
Download: [link]
Size: 30004
MD5: fd7d3cd22cc8eb39d420bed37b993386
SHA256: 0d67c6db143be319cedfe2e6fb655c81b7c9c3ade5d6a9c4c2bf7a0b0d190b04
Uploaded: 2020-06-03 00:40:43 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: LASExplanation
Version: 0.0.1
Summary: This package is a brief wrap-up toolkit built based on 2 explanation packages: LIME and SHAP. The package contains 2 explainers: LIMEBAG and SHAP. It takes data and fitted models as input and returns explanations about feature importance ranks and/or weights. (etc. what attributes matter most within the prediction model).
Author: Kewen Peng
Author-Email: kpeng[at]ncsu.edu
Home-Page: https://github.com/kpeng2019/LAS
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: lime
Requires-Dist: shap
Requires-Dist: scikit-learn
Requires-Dist: setuptools
Requires-Dist: ipython
Description-Content-Type: text/markdown
[Description omitted; length: 749 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.34.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
LASExplanation/LIMEBAG.py sha256=Dd6S-Md3eno-kxNpxdJUhrK_TXYZk-_FmG2uQRCbAr0 8058
LASExplanation/SHAP.py sha256=Xp4vvJGgyEPBbRApzJ_HA78kAMHneAR2ebEWk8TJDtg 1559
LASExplanation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
LASExplanation/camel-1.2.csv sha256=V-lK24ZZK_WS_-se0BCL9_vgdq9RNmpGv-1HuNH4tH4 41587
LASExplanation/rq1.py sha256=0ef-U-r8XamaVNMWALbjLzb-fVcyjlnBqexUPWs-Les 1605
LASExplanation/rq2.py sha256=vQda7f2Bt53EgcqbOlmlO-TtcoKfyGgrXoLI2QNCgok 1599
LASExplanation/sk.py sha256=onFR5KjZEkkRLDdnSKJ3rdn-0nUEteR0QayAwuPVSkE 22806
LASExplanation/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
LASExplanation/tests/testLIME.py sha256=Snxf0lHATxbvpIZIl4ql0uwmPu-LLlcQbRx6dT0Wkpw 1408
LASExplanation/tests/testSHAP.py sha256=v9ROnZPRjZYYUsIzyGP4YHlil6sbVirZk-G48U2rIKk 1655
LASExplanation-0.0.1.dist-info/LICENSE sha256=ogf3rGte5_qBDAPf39CQfvKfFmvD8OXb1B0ogvN4AJk 1066
LASExplanation-0.0.1.dist-info/METADATA sha256=jvf5AsO7wVdXK2_tPK0J7EMPdeBWXMuqGtI5kXaU_Qc 1635
LASExplanation-0.0.1.dist-info/WHEEL sha256=g4nMs7d-Xl9-xC9XovUrsDHGXt-FT0E17Yqo92DEfvY 92
LASExplanation-0.0.1.dist-info/top_level.txt sha256=dBBE0rHOeFJaFauBAZJ7I-15lY3iGOR7bI-BXCfGE5w 15
LASExplanation-0.0.1.dist-info/RECORD — —

top_level.txt

LASExplanation