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slise

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2.2.4 slise-2.2.4-py3-none-any.whl

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Project: slise
Version: 2.2.4
Filename: slise-2.2.4-py3-none-any.whl
Download: [link]
Size: 29678
MD5: 632de4929d9c55d16cd9b56667d3cddd
SHA256: 2b42ff82a997148db192ee448b3a377487fefd1dcb326cef1fa9e0784d47da13
Uploaded: 2024-05-11 12:01:18 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: slise
Version: 2.2.4
Summary: The SLISE algorithm for robust regression and explanations of black box models
Author-Email: Anton Björklund <anton.bjorklund[at]helsinki.fi>
Project-Url: homepage, https://edahelsinki.fi/pyslise
Project-Url: documentation, https://edahelsinki.fi/pyslise/docs/slise/
Project-Url: repository, https://github.com/edahelsinki/pyslise.git
License: MIT License Copyright (c) 2022 Anton Björklund 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: Robust regression,Sparse Linear Regression,Explainable Artificial Intelligence,Local Explanations
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Visualization
Requires-Python: >=3.6
Requires-Dist: numpy (>=1.20)
Requires-Dist: scipy (>=1.6)
Requires-Dist: numba (>=0.53)
Requires-Dist: matplotlib (>=3.3)
Requires-Dist: PyLBFGS (>=0.2)
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: black[jupyter]; extra == "dev"
Requires-Dist: pylint; extra == "dev"
Requires-Dist: IPython; extra == "dev"
Requires-Dist: ruff; extra == "dev"
Requires-Dist: tbb; extra == "tbb"
Provides-Extra: dev
Provides-Extra: tbb
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4977 characters]

WHEEL

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Generator: bdist_wheel (0.43.0)
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Tag: py3-none-any

RECORD

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slise-2.2.4.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
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slise-2.2.4.dist-info/RECORD — —

top_level.txt

slise