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Title: GitHub - firefly-cpp/NiaAML: Python automated machine learning framework.

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Description: Python automated machine learning framework. Contribute to firefly-cpp/NiaAML development by creating an account on GitHub.

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X Description: Python automated machine learning framework. Contribute to firefly-cpp/NiaAML development by creating an account on GitHub.

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https://github.com/firefly-cpp/NiaAML/blob/master/.github/images/niaaml_logo.png
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๐Ÿ“ฆ Installationhttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-installation
๐Ÿ’ป Graphical User Interfacehttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-graphical-user-interface
๐Ÿง‘โ€๐Ÿ’ป Command Line Interfacehttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-command-line-interface
๐Ÿ“ฎ APIhttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-api
โœจ Implemented Componentshttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-implemented-components
๐Ÿ’ช Optimization Process And Parameter Tuninghttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-optimization-process-and-parameter-tuning
๐Ÿ““ Exampleshttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-examples
๐Ÿซ‚ Contributorshttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-contributors
๐Ÿ™ Supporthttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-support
๐Ÿ”‘ Licensehttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-license
๐Ÿ“„ Cite Ushttps://github.com/firefly-cpp/NiaAML?tab=readme-ov-file#-cite-us
[1]https://github.com/firefly-cpp/NiaAML#1
NiaPy frameworkhttps://github.com/NiaOrg/NiaPy
https://niaaml.readthedocs.io/en/latest/https://niaaml.readthedocs.io/en/latest/
clickhttps://github.com/firefly-cpp/NiaAML/blob/master/CONTRIBUTING.md#development-dependencies
https://github.com/firefly-cpp/NiaAML/blob/master/.github/images/niaaml.png
https://github.com/firefly-cpp/NiaAML#-installation
https://github.com/firefly-cpp/NiaAML#pip3
https://github.com/firefly-cpp/NiaAML#fedora-linux
https://github.com/firefly-cpp/NiaAML#alpine-linux
https://github.com/firefly-cpp/NiaAML#arch-linux
https://github.com/firefly-cpp/NiaAML#nix
Nix package managerhttps://search.nixos.org/packages?channel=23.11&show=python311Packages.niaaml
https://github.com/firefly-cpp/NiaAML#-graphical-user-interface
herehttps://github.com/lukapecnik/NiaAML-GUI
https://github.com/firefly-cpp/NiaAML#โ€-command-line-interface
https://github.com/firefly-cpp/NiaAML/blob/master/.github/images/niaaml_cli_help.png
https://github.com/firefly-cpp/NiaAML/blob/master/.github/images/niaaml_cli_infer_help.png
https://github.com/firefly-cpp/NiaAML/blob/master/.github/images/niaaml_cli_optimize_example.png
https://github.com/firefly-cpp/NiaAML#-api
herehttps://github.com/alenrajsp/NiaAML-API
https://github.com/firefly-cpp/NiaAML#-implemented-components
Click herehttps://github.com/firefly-cpp/NiaAML/blob/master/COMPONENTS.md
๐Ÿ““ Examples sectionhttps://github.com/firefly-cpp/NiaAML/blob/master/README.md#-examples
https://github.com/firefly-cpp/NiaAML#-optimization-process-and-parameter-tuning
Select K Best Feature Selectionhttps://github.com/firefly-cpp/NiaAML/blob/master/niaaml/preprocessing/feature_selection/select_k_best.py
[1]https://github.com/firefly-cpp/NiaAML#1
https://github.com/firefly-cpp/NiaAML#-examples
https://github.com/firefly-cpp/NiaAML#example-of-usage
NiaPy's repositoryhttps://github.com/NiaOrg/NiaPy
https://github.com/firefly-cpp/NiaAML#-example-of-a-regression-task
https://github.com/firefly-cpp/NiaAML#example-of-a-pipeline-components-implementation
Classifierhttps://github.com/firefly-cpp/NiaAML/blob/master/niaaml/classifiers/classifier.py
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https://github.com/firefly-cpp/NiaAML#example-of-a-fitness-functions-implementation
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https://github.com/firefly-cpp/NiaAML#example-of-a-feature-encoders-implementation
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https://github.com/firefly-cpp/NiaAML#example-of-an-imputers-implementation
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SimpleImputerhttps://github.com/firefly-cpp/NiaAML/blob/master/niaaml/preprocessing/imputation/simple_imputer.py
https://github.com/firefly-cpp/NiaAML#more
herehttps://github.com/firefly-cpp/NiaAML/blob/master/examples
https://github.com/firefly-cpp/NiaAML#-contributors
emoji keyhttps://allcontributors.org/docs/en/emoji-key
Luka Peฤnikhttps://github.com/lukapecnik
๐Ÿ’ปhttps://github.com/lukapecnik/NiaAML/commits?author=lukapecnik
๐Ÿ“–https://github.com/lukapecnik/NiaAML/commits?author=lukapecnik
๐Ÿ‘€https://github.com/lukapecnik/NiaAML/pulls?q=is%3Apr+reviewed-by%3Alukapecnik
๐Ÿ›https://github.com/lukapecnik/NiaAML/issues?q=author%3Alukapecnik
๐Ÿ’กhttps://github.com/firefly-cpp/NiaAML#example-lukapecnik
โš ๏ธhttps://github.com/lukapecnik/NiaAML/commits?author=lukapecnik
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firefly-cpphttps://github.com/firefly-cpp
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Continuous optimizers for automatic design and evaluation of classification pipelineshttps://link.springer.com/chapter/10.1007%2F978-981-15-2133-1_13
https://github.com/firefly-cpp/NiaAML#-cite-us
NiaAML: AutoML framework based on stochastic population-based nature-inspired algorithmshttps://joss.theoj.org/papers/10.21105/joss.02949
NiaAML2: An Improved AutoML Using Nature-Inspired Algorithmshttps://doi.org/10.1007/978-3-030-78811-7_23
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