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GAparsimony

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0.0.15 GAparsimony-0.0.15-py3-none-any.whl

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Project: GAparsimony
Version: 0.0.15
Filename: GAparsimony-0.0.15-py3-none-any.whl
Download: [link]
Size: 46918
MD5: c5a57d3ee8838918110cb2ba8a388062
SHA256: 727d46d943f61d9b98b369c1ab436d786ca9434d2ac098feac1ec9a931df49d3
Uploaded: 2021-12-15 16:19:41 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: GAparsimony
Version: 0.0.15
Summary: Combines feature selection, model tuning, and parsimonious model selection with GA optimization. GA selection procedure is based on separate cost and complexity evaluations. Therefore, the best individuals are initially sorted by an error fitness function, and afterwards, models with similar costs are rearranged according to modelcomplexity measurement so as to foster models of lesser complexity. The algorithm can be run sequentially or in parallel.
Author: Millán Santamaría
Author-Email: GAparsimony[at]gmail.com
Maintainer: Millán Santamaría
Maintainer-Email: GAparsimony[at]gmail.com
Home-Page: https://github.com/misantam/GAparsimony
License: MIT License
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: seaborn
Requires-Dist: matplotlib
Requires-Dist: sklearn
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 18950 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.37.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
GAparsimony/__init__.py sha256=YNdyYaAr898eElOmtHya6HBRC2r2JW_D4sBSd0wBCF0 144
GAparsimony/gaparsimony.py sha256=VRidV0BbOeveL80lk6WVspl0s4gEwI2LtplYRkQaT9Y 67743
GAparsimony/lhs/__init__.py sha256=jTVWBaoAeiPtombRHRt-5BA3FGOHRBBbRA9SdFpTqQo 235
GAparsimony/lhs/base/__init__.py sha256=KyKAQqbBNqcDH1L4y-PSYXafr1kFjB0QneIagL5rQrY 80
GAparsimony/lhs/base/geneticLHS.py sha256=FfedxF5Fuug3Yx_WWM-AfB4yAtC4QGQLj2pVP3yo_RY 5174
GAparsimony/lhs/base/improvedLHS.py sha256=Mr_p5kz2WSdflHZViEqBLQX6S4AHV9X_A1EIH6-7Rns 5226
GAparsimony/lhs/base/maximinLHS.py sha256=QyhnAm1pv8Hhn2jneauksPEEUT6GMdQyt_Alhsneclw 5235
GAparsimony/lhs/base/optimumLHS.py sha256=-7oTAuJAFptdicZdUkW4yeux6f1WtTKwyP1sIP-cnnU 6487
GAparsimony/lhs/base/randomLHS.py sha256=jj8qImEaQZDX18RISz0nmx7oxZDMgY1-gaPyn-KNmbk 3884
GAparsimony/lhs/util/__init__.py sha256=tt7eVgrxlG7UdmP0annt0Ess3V5pugJVazRDRhUGwDI 300
GAparsimony/lhs/util/bclib.py sha256=aCYKJwnbVJP8zFTbrHcj8AzrngD_MHwPo3xeA15EvJ4 659
GAparsimony/lhs/util/utilityLHS.py sha256=cJBYI6WgZXbhL1etwS5_U4gIvYXqh8FYEHv_EeAwNVk 2848
GAparsimony/util/__init__.py sha256=rpS31IF_92itnwhM04ZTW6WwWZ1yZcEgYkShEqLFQV4 679
GAparsimony/util/complexity.py sha256=IlofNwh4SpIaG3Ivp5rmT78xBX0JBbTS_n1Zt3OdYIU 6313
GAparsimony/util/config.py sha256=y6loM65yzH0IG8slf5wpv5_QuYqiz4snvPOF-d-rMYs 3261
GAparsimony/util/fitness.py sha256=Tbupd3M2JhWbGNKIi-JFnagbdJ9IBjodkG2txGR8SIs 4489
GAparsimony/util/order.py sha256=M25WTUBA1MPm0oimkzrqTsZPHwocKDQ1rK-KZFgt-qg 1439
GAparsimony/util/parsimony_monitor.py sha256=ZWgJKQc5Ajdp5ErHr1Ua2J2YUqAcKCUkeMmhJJqP25U 1772
GAparsimony/util/population.py sha256=TdMbLXnFYVGsRHejwztUiWOCA8n_kxcdvqesYlQ_DoE 8692
test/GAParsimony_test.py sha256=YHFqUM1a0xSnso_L-kx1b7t3DJ-93Or6QlW0bVp0xJY 6446
test/LHS_test.py sha256=tMsO_RaVEsHACtETK-aS8Lzog3Rt_y-B7qYzewYsv9s 1081
test/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
test/utilTest.py sha256=o-WJ3pUz0pFBmabbDWuZdtcYWau-fzqdLGO9Z2D3WZQ 1839
GAparsimony-0.0.15.dist-info/LICENSE sha256=Hs20VxJnmIUmFth2vWdJrjocxeSt3iolGnl_LH0NL_k 1065
GAparsimony-0.0.15.dist-info/METADATA sha256=ccOzGAB5CXt52bp7Qg4DRToWqC8PnycS3CFJlxpEKr8 20249
GAparsimony-0.0.15.dist-info/WHEEL sha256=ewwEueio1C2XeHTvT17n8dZUJgOvyCWCt0WVNLClP9o 92
GAparsimony-0.0.15.dist-info/top_level.txt sha256=-bOZz3pnWhINlPeewLezc7Jn_thA6rtFqoYp56Ljh68 17
GAparsimony-0.0.15.dist-info/RECORD — —

top_level.txt

GAparsimony
test