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Information for RPM python3-niaaml-1.2.0-1.fc40.noarch.rpm

ID1277746
Namepython3-niaaml
Version1.2.0
Release1.fc40
Epoch
Archnoarch
SummaryPython automated machine learning framework
DescriptionNiaAML 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.
Build Time2024-02-28 12:57:08 GMT
Size99.45 KB
e9e6899a934fc96f16dfca8133f55d07
LicenseMIT
Provides
python-niaaml = 1.2.0-1.fc40
python3-niaaml = 1.2.0-1.fc40
python3.12-niaaml = 1.2.0-1.fc40
python3.12dist(niaaml) = 1.2
python3dist(niaaml) = 1.2
Obsoletes No Obsoletes
Conflicts No Conflicts
Requires
python(abi) = 3.12
python3.12dist(niapy)
python3.12dist(numpy)
python3.12dist(pandas)
python3.12dist(scikit-learn)
rpmlib(CompressedFileNames) <= 3.0.4-1
rpmlib(FileDigests) <= 4.6.0-1
rpmlib(PartialHardlinkSets) <= 4.0.4-1
rpmlib(PayloadFilesHavePrefix) <= 4.0-1
rpmlib(PayloadIsZstd) <= 5.4.18-1
Recommends No Recommends
Suggests No Suggests
Supplements No Supplements
Enhances No Enhances
Files
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/usr/lib/python3.12/site-packages/niaaml0.00 B
/usr/lib/python3.12/site-packages/niaaml-1.2.0.dist-info0.00 B
/usr/lib/python3.12/site-packages/niaaml-1.2.0.dist-info/INSTALLER4.00 B
/usr/lib/python3.12/site-packages/niaaml-1.2.0.dist-info/LICENSE1.04 KB
/usr/lib/python3.12/site-packages/niaaml-1.2.0.dist-info/METADATA6.29 KB
/usr/lib/python3.12/site-packages/niaaml-1.2.0.dist-info/WHEEL92.00 B
/usr/lib/python3.12/site-packages/niaaml/__init__.py819.00 B
/usr/lib/python3.12/site-packages/niaaml/__pycache__0.00 B
/usr/lib/python3.12/site-packages/niaaml/__pycache__/__init__.cpython-312.opt-1.pyc869.00 B
/usr/lib/python3.12/site-packages/niaaml/__pycache__/__init__.cpython-312.pyc869.00 B
/usr/lib/python3.12/site-packages/niaaml/__pycache__/logger.cpython-312.opt-1.pyc2.55 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/logger.cpython-312.pyc2.55 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline.cpython-312.opt-1.pyc24.80 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline.cpython-312.pyc24.80 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline_component.cpython-312.opt-1.pyc2.65 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline_component.cpython-312.pyc2.65 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-312.opt-1.pyc21.92 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-312.pyc21.92 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/utilities.cpython-312.opt-1.pyc6.28 KB
/usr/lib/python3.12/site-packages/niaaml/__pycache__/utilities.cpython-312.pyc6.28 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers0.00 B
/usr/lib/python3.12/site-packages/niaaml/classifiers/__init__.py1.09 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__0.00 B
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-312.opt-1.pyc1.19 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-312.pyc1.19 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-312.opt-1.pyc3.93 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-312.pyc3.93 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-312.opt-1.pyc3.96 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-312.pyc3.96 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-312.opt-1.pyc1.32 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-312.pyc1.32 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-312.opt-1.pyc3.96 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-312.pyc3.96 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-312.opt-1.pyc4.11 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-312.pyc4.11 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-312.opt-1.pyc3.72 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-312.pyc3.72 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-312.opt-1.pyc4.20 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-312.pyc4.20 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-312.opt-1.pyc3.97 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-312.pyc3.97 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-312.opt-1.pyc4.03 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-312.pyc4.03 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-312.opt-1.pyc4.17 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-312.pyc4.17 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-312.opt-1.pyc4.02 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-312.pyc4.02 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-312.opt-1.pyc3.97 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-312.pyc3.97 KB
/usr/lib/python3.12/site-packages/niaaml/classifiers/__pycache__/utility.cpython-312.opt-1.pyc2.00 KB
Component of No Buildroots