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0.1.9 mafese-0.1.9-py3-none-any.whl

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Project: mafese
Version: 0.1.9
Filename: mafese-0.1.9-py3-none-any.whl
Download: [link]
Size: 4210733
MD5: dc47210851395def4009d4c973eab945
SHA256: d190a724386a006114b827af100e9f1fff134bba916f42845cae79a70e3897da
Uploaded: 2023-08-07 11:14:03 +0000

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METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: mafese
Version: 0.1.9
Summary: MAFESE: Metaheuristic Algorithm for Feature Selection - An Open Source Python Library
Author: Thieu
Author-Email: nguyenthieu2102[at]gmail.com
Home-Page: https://github.com/thieu1995/mafese
Project-Url: Documentation, https://mafese.readthedocs.io/
Project-Url: Source Code, https://github.com/thieu1995/mafese
Project-Url: Bug Tracker, https://github.com/thieu1995/mafese/issues
Project-Url: Change Log, https://github.com/thieu1995/mafese/blob/master/ChangeLog.md
Project-Url: Forum, https://t.me/+fRVCJGuGJg1mNDg1
License: GPLv3
Keywords: engineering optimization problems,mathematical optimization,feature selection,classification problem,feature selector,dimensionality reduction,subset selection,wrapper methods,embedded methods,mutual information,correlation-based feature selection,recursive feature selection,principal component analysis,PCA,lasso regularization,ridge regularization,Genetic algorithm (GA),Particle swarm optimization (PSO),Ant colony optimization (ACO),Differential evolution (DE),Simulated annealing,Grey wolf optimizer (GWO),Whale Optimization Algorithm (WOA),confusion matrix,recall,precision,accuracy,K-Nearest Neighbors,random forest,support vector machine,pearson correlation coefficient (PCC),spearman correlation coefficient (SCC),relief,relief-f,multi-objectives optimization problems,Stochastic optimization,Global optimization,Convergence analysis,Search space exploration,Local search,Computational intelligence,Robust optimization,Performance analysis,Intelligent optimization,Simulations
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: System :: Benchmark
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Classifier: Topic :: Software Development :: Build Tools
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Utilities
Requires-Python: >=3.7
Requires-Dist: numpy (>=1.17.1)
Requires-Dist: scipy (>=1.7.1)
Requires-Dist: scikit-learn (>=1.0.2)
Requires-Dist: pandas (>=1.3.5)
Requires-Dist: mealpy (>=2.5.4)
Requires-Dist: permetrics (>=1.4.2)
Requires-Dist: plotly (>=5.10.0)
Requires-Dist: kaleido (>=0.2.1)
Requires-Dist: pytest (>=7.0); extra == "dev"
Requires-Dist: pytest-cov (==4.0.0); extra == "dev"
Requires-Dist: flake8 (>=4.0.1); extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 12513 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.1)
Root-Is-Purelib: true
Tag: py3-none-any

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top_level.txt

mafese