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1.1.1 intelelm-1.1.1-py3-none-any.whl

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Project: intelelm
Version: 1.1.1
Filename: intelelm-1.1.1-py3-none-any.whl
Download: [link]
Size: 4198181
MD5: 91349cdd9db75c0334cf38012a2eb904
SHA256: d2fe44c832e8febb3a9c6fe84c5dcba3b61157033a7ae0ca81f0186781786390
Uploaded: 2024-03-27 11:51:10 +0000

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METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: intelelm
Version: 1.1.1
Summary: IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
Author: Thieu
Author-Email: nguyenthieu2102[at]gmail.com
Home-Page: https://github.com/thieu1995/intelelm
Project-Url: Documentation, https://intelelm.readthedocs.io/
Project-Url: Source Code, https://github.com/thieu1995/intelelm
Project-Url: Bug Tracker, https://github.com/thieu1995/intelelm/issues
Project-Url: Change Log, https://github.com/thieu1995/intelelm/blob/master/ChangeLog.md
Project-Url: Forum, https://t.me/+fRVCJGuGJg1mNDg1
License: GPLv3
Keywords: extreme learning machine,machine learning,artificial intelligence, deep learning,neural networks,single hidden layer network,metaheuristic-based ELMrandom projection,kernel methods,feature extraction,classification,regression,supervised learning,optimization algorithms,Kernel ELM,Cross-validationGenetic 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,scikit-learn models,estimator,Robust machine learning,shallow neural network,nature-inspired ELM,ELM network,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 :: 3.8
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: >=3.8
Requires-Dist: numpy (>=1.17.1)
Requires-Dist: scipy (>=1.7.1)
Requires-Dist: scikit-learn (>=1.2.1)
Requires-Dist: pandas (>=1.3.5)
Requires-Dist: mealpy (>=3.0.1)
Requires-Dist: permetrics (>=2.0.0)
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: 13509 characters]

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intelelm-1.1.1.dist-info/RECORD — —

top_level.txt

intelelm