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python3-niaaml-1.1.11-2.fc37.noarch.rpm

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توضیحات

Python automated machine learning framework
ویژگی مقدار
سیستم عامل Linux
توزیع Fedora 37
مخزن Fedora Everything noarch
نام بسته python3-niaaml
نام فایل بسته python3-niaaml-1.1.11-2.fc37.noarch.rpm
نسخه بسته 1.1.11
انتشار بسته 2.fc37
معماری بسته noarch
نگهدارنده -
تاریخ ساخت Tue 04 Oct 2022 07
هاست سازنده buildvm-s390x-19.s390.fedoraproject.org
نوع بسته .rpm
آدرس صفحه اصلی https://github.com/lukapecnik/NiaAML
مجوز MIT
حجم دانلود 134K
حجم نصب 396.678K
NiaAML is a framework for Automated Machine Learning based on nature-inspired algorithms for optimization. The framework is written fully in Python. The name NiaAML comes from the Automated Machine Learning method of the same name. Its goal is to compose the best possible classification pipeline for the given task efficiently using components on the input. The components are divided into three groups: feature selection algorithms, feature transformation algorithms and classifiers. The framework uses nature-inspired algorithms for optimization to choose the best set of components for the classification pipeline, and optimize their hyperparameters.


جایگزین ها

بسته نسخه معماری مخزن
python3-niaaml-1.1.10-1.fc37.noarch.rpm 1.1.10 noarch Fedora Everything


نیازمندی

مقدار نام
= 3.11 python(abi)
- python3.11dist(niapy)
- python3.11dist(numpy)
- python3.11dist(pandas)
- python3.11dist(scikit-learn)


ارائه دهنده

مقدار نام
= 1.1.11-2.fc37 python-niaaml
= 1.1.11-2.fc37 python3-niaaml
= 1.1.11-2.fc37 python3.11-niaaml
= 1.1.11 python3.11dist(niaaml)
= 1.1.11 python3dist(niaaml)


نحوه نصب


نصب پکیج rpm python3-niaaml:

    dnf install python3-niaaml-1.1.11-2.fc37.noarch.rpm


فایل ها

مسیرها
/usr/lib/python3.11/site-packages/niaaml
/usr/lib/python3.11/site-packages/niaaml-1.1.11.dist-info
/usr/lib/python3.11/site-packages/niaaml-1.1.11.dist-info/INSTALLER
/usr/lib/python3.11/site-packages/niaaml-1.1.11.dist-info/LICENSE
/usr/lib/python3.11/site-packages/niaaml-1.1.11.dist-info/METADATA
/usr/lib/python3.11/site-packages/niaaml-1.1.11.dist-info/WHEEL
/usr/lib/python3.11/site-packages/niaaml/__init__.py
/usr/lib/python3.11/site-packages/niaaml/__pycache__
/usr/lib/python3.11/site-packages/niaaml/__pycache__/__init__.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/__init__.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/logger.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/logger.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline_component.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline_component.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/utilities.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/__pycache__/utilities.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers
/usr/lib/python3.11/site-packages/niaaml/classifiers/__init__.py
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-311.pyc
/usr/lib/python3.11/site-packages/niaaml/classifiers/__pycache__/utility.cpython-311.opt-1.pyc
... and 163 more


گزارش تغییرات

تاریخ آخرین تغییر جزئیات
2022-09-16

Update documentation with additional paper

2022-09-16

Update to the latest upstream's release

2022-08-21

Update to the latest upstream's release

2022-07-22

Rebuilt for https://fedoraproject.org/wiki/Fedora_37_Mass_Rebuild

2022-07-04

Rebuilt for Python 3.11

2022-05-26

Update to the latest upstream's release

2022-05-24

Update to the latest upstream's release

2022-02-22

No longer need to skip load_pipeline_object_file when running examples as

2022-02-21

Update to the latest upstream's release
Remove patches

2022-01-21

Rebuilt for https://fedoraproject.org/wiki/Fedora_36_Mass_Rebuild

2022-01-06

Update description of package

2021-11-26

Add missing BR: python3-devel; drop implied pyproject-rpm-macros
Remove various unnecessary BR’s
Build documentation as PDF instead of HTML
Drop obsolete python_provide macro
Fix version check in setup.py for Python 3.10+
Send PR upstream to fix text files in site-packages
Allow running the examples as an additional test, but do not do so by default

2021-07-23

Rebuilt for https://fedoraproject.org/wiki/Fedora_35_Mass_Rebuild

2021-06-30

Minor corrections

2021-06-28

Update to the latest upstream's major release

2021-06-04

Rebuilt for Python 3.10