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Information for RPM python3-sklearn-genetic-opt-0.10.1-7.fc41.noarch.rpm

ID223265
Buildpython-sklearn-genetic-opt-0.10.1-7.fc41
Namepython3-sklearn-genetic-opt
Version0.10.1
Release7.fc41
Epoch
Archnoarch
DraftFalse
SummaryHyperparameters tuning and feature selection
Descriptionscikit-learn models hyperparameters tuning and feature selection, using evolutionary algorithms. This is meant to be an alternative to popular methods inside scikit-learn such as Grid Search and Randomized Grid Search for hyperparameteres tuning, and from RFE, Select From Model for feature selection. Sklearn-genetic-opt uses evolutionary algorithms from the DEAP package to choose the set of hyperparameters that optimizes (max or min) the cross-validation scores, it can be used for both regression and classification problems.
Build Time2024-05-30 06:59:10 GMT
Size72.98 KB
20a4f014fb0f7108207ec31e683c1a0b
LicenseMIT
Buildrootf41-build-671669-12400
Provides
python-sklearn-genetic-opt = 0.10.1-7.fc41
python3-sklearn-genetic-opt = 0.10.1-7.fc41
python3.12-sklearn-genetic-opt = 0.10.1-7.fc41
python3.12dist(sklearn-genetic-opt) = 0.10.1
python3dist(sklearn-genetic-opt) = 0.10.1
Obsoletes No Obsoletes
Conflicts No Conflicts
Requires
python(abi) = 3.12
python3.12dist(deap) >= 1.3.3
python3.12dist(numpy) >= 1.19
python3.12dist(scikit-learn) >= 1.1
python3.12dist(tqdm) >= 4.61.1
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/sklearn_genetic0.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__init__.py594.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__0.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/__init__.cpython-312.opt-1.pyc644.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/__init__.cpython-312.pyc644.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/_version.cpython-312.opt-1.pyc185.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/_version.cpython-312.pyc185.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/algorithms.cpython-312.opt-1.pyc15.19 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/algorithms.cpython-312.pyc15.27 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/genetic_search.cpython-312.opt-1.pyc55.44 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/genetic_search.cpython-312.pyc55.44 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/mlflow_log.cpython-312.opt-1.pyc3.58 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/mlflow_log.cpython-312.pyc3.58 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/parameters.cpython-312.opt-1.pyc1.63 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/parameters.cpython-312.pyc1.63 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/plots.cpython-312.opt-1.pyc4.20 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/__pycache__/plots.cpython-312.pyc4.20 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/_version.py23.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/algorithms.py17.04 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks0.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__init__.py347.00 B
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/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/base.cpython-312.pyc2.04 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/early_stoppers.cpython-312.opt-1.pyc6.95 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/early_stoppers.cpython-312.pyc6.95 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/loggers.cpython-312.opt-1.pyc5.46 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/loggers.cpython-312.pyc5.46 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/validations.cpython-312.opt-1.pyc2.70 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/__pycache__/validations.cpython-312.pyc2.70 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/base.py1.50 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/early_stoppers.py5.24 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/loggers.py3.49 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/callbacks/validations.py2.20 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/genetic_search.py51.52 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/mlflow_log.py2.55 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/parameters.py594.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/plots.py2.85 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules0.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__init__.py225.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__0.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/__init__.cpython-312.opt-1.pyc333.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/__init__.cpython-312.pyc333.00 B
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/base.cpython-312.opt-1.pyc1.68 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/base.cpython-312.pyc1.68 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/schedulers.cpython-312.opt-1.pyc5.67 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/schedulers.cpython-312.pyc5.67 KB
/usr/lib/python3.12/site-packages/sklearn_genetic/schedules/__pycache__/validations.cpython-312.opt-1.pyc942.00 B
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