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decode-mcd

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2024.2.20 decode_mcd-2024.2.20-py3-none-any.whl

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Project: decode-mcd
Version: 2024.2.20
Filename: decode_mcd-2024.2.20-py3-none-any.whl
Download: [link]
Size: 25924
MD5: 49f1d5afdefaa8ffa6c670788db0a275
SHA256: c0919a50625c4f71fa90f47e626d96c84d4c15d5b010d32c615850acf1f56a92
Uploaded: 2024-02-20 20:42:18 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: decode-mcd
Version: 2024.2.20
Summary: MCD generates counterfactuals that meet multiple, customizable objectives in both the feature and performance spaces.
Author: Lyle Regenwetter & Yazan Abu Obaideh
Project-Url: Homepage, https://github.com/Lyleregenwetter/Multiobjective-Counterfactuals-for-Design
License: MIT License Copyright (c) 2023 Lyleregenwetter Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Keywords: counterfactuals,design,multi-objective,multiobjective,machine-learning
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.8
Requires-Dist: numpy (>=1.26.0)
Requires-Dist: pandas
Requires-Dist: pymoo
Requires-Dist: dill
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 12531 characters]

WHEEL

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RECORD

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decode_mcd/counterfactuals_generator.py sha256=Tj5McHU2ej7KZhEhtAZxfvSykyyqW9JUE9cXn5oFpZ8 20349
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decode_mcd/multi_objective_problem.py sha256=8RfwShV_rBBmP3Rq8UQboveSVyydsHB15WhsnS5DHWk 16020
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decode_mcd-2024.2.20.dist-info/RECORD — —

top_level.txt

decode_mcd
decode_mcd_private