How To Install python3-niaaml on Fedora 36

In this tutorial we learn how to install python3-niaaml in Fedora 36. python3-niaaml is Python automated machine learning framework

Introduction

In this tutorial we learn how to install python3-niaaml on Fedora 36.

What is python3-niaaml

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 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.

We can use yum or dnf to install python3-niaaml on Fedora 36. In this tutorial we discuss both methods but you only need to choose one of method to install python3-niaaml.

Install python3-niaaml on Fedora 36 Using dnf

Update yum database with dnf using the following command.

sudo dnf makecache --refresh

After updating yum database, We can install python3-niaaml using dnf by running the following command:

sudo dnf -y install python3-niaaml

Install python3-niaaml on Fedora 36 Using yum

Update yum database with yum using the following command.

sudo yum makecache --refresh

After updating yum database, We can install python3-niaaml using yum by running the following command:

sudo yum -y install python3-niaaml

How To Uninstall python3-niaaml on Fedora 36

To uninstall only the python3-niaaml package we can use the following command:

sudo dnf remove python3-niaaml

python3-niaaml Package Contents on Fedora 36

/usr/lib/python3.10/site-packages/niaaml
/usr/lib/python3.10/site-packages/niaaml-1.1.7.dist-info
/usr/lib/python3.10/site-packages/niaaml-1.1.7.dist-info/INSTALLER
/usr/lib/python3.10/site-packages/niaaml-1.1.7.dist-info/LICENSE
/usr/lib/python3.10/site-packages/niaaml-1.1.7.dist-info/METADATA
/usr/lib/python3.10/site-packages/niaaml-1.1.7.dist-info/WHEEL
/usr/lib/python3.10/site-packages/niaaml/__init__.py
/usr/lib/python3.10/site-packages/niaaml/__pycache__
/usr/lib/python3.10/site-packages/niaaml/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/logger.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/logger.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline_component.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline_component.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/pipeline_optimizer.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/utilities.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/__pycache__/utilities.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers
/usr/lib/python3.10/site-packages/niaaml/classifiers/__init__.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/ada_boost.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/bagging.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/classifier.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/decision_tree.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/extremely_randomized_trees.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/gaussian_naive_bayes.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/gaussian_process.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/k_neighbors.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/linear_svc.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/multi_layer_perceptron.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/quadratic_driscriminant_analysis.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/random_forest.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/utility.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/__pycache__/utility.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/classifiers/ada_boost.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/bagging.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/classifier.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/decision_tree.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/extremely_randomized_trees.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/gaussian_naive_bayes.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/gaussian_process.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/k_neighbors.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/linear_svc.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/multi_layer_perceptron.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/quadratic_driscriminant_analysis.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/random_forest.py
/usr/lib/python3.10/site-packages/niaaml/classifiers/utility.py
/usr/lib/python3.10/site-packages/niaaml/data
/usr/lib/python3.10/site-packages/niaaml/data/__init__.py
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/basic_data_reader.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/basic_data_reader.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/csv_data_reader.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/csv_data_reader.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/data_reader.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/data/__pycache__/data_reader.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/data/basic_data_reader.py
/usr/lib/python3.10/site-packages/niaaml/data/csv_data_reader.py
/usr/lib/python3.10/site-packages/niaaml/data/data_reader.py
/usr/lib/python3.10/site-packages/niaaml/fitness
/usr/lib/python3.10/site-packages/niaaml/fitness/__init__.py
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/accuracy.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/accuracy.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/cohen_kappa.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/cohen_kappa.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/f1.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/f1.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/fitness_function.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/fitness_function.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/precision.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/precision.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/utility.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/__pycache__/utility.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/fitness/accuracy.py
/usr/lib/python3.10/site-packages/niaaml/fitness/cohen_kappa.py
/usr/lib/python3.10/site-packages/niaaml/fitness/f1.py
/usr/lib/python3.10/site-packages/niaaml/fitness/fitness_function.py
/usr/lib/python3.10/site-packages/niaaml/fitness/precision.py
/usr/lib/python3.10/site-packages/niaaml/fitness/utility.py
/usr/lib/python3.10/site-packages/niaaml/logger.py
/usr/lib/python3.10/site-packages/niaaml/pipeline.py
/usr/lib/python3.10/site-packages/niaaml/pipeline_component.py
/usr/lib/python3.10/site-packages/niaaml/pipeline_optimizer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__init__.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__pycache__
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__pycache__/preprocessing_algorithm.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/__pycache__/preprocessing_algorithm.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__init__.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/feature_encoder.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/feature_encoder.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/one_hot_encoder.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/one_hot_encoder.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/utility.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/__pycache__/utility.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/feature_encoder.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/one_hot_encoder.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/encoding/utility.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__init__.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/_feature_selection_threshold_problem.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/_feature_selection_threshold_problem.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/bat_algorithm.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/bat_algorithm.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/differential_evolution.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/differential_evolution.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/feature_selection_algorithm.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/feature_selection_algorithm.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/grey_wolf_optimizer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/grey_wolf_optimizer.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/jDEFSTH.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/jDEFSTH.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/particle_swarm_optimization.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/particle_swarm_optimization.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/select_k_best.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/select_k_best.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/select_percentile.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/select_percentile.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/utility.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/utility.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/variance_threshold.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/__pycache__/variance_threshold.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/_feature_selection_threshold_problem.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/bat_algorithm.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/differential_evolution.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/feature_selection_algorithm.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/grey_wolf_optimizer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/jDEFSTH.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/particle_swarm_optimization.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/select_k_best.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/select_percentile.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/utility.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_selection/variance_threshold.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__init__.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/feature_transform_algorithm.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/feature_transform_algorithm.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/max_abs_scaler.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/max_abs_scaler.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/normalizer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/normalizer.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/quantile_transformer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/quantile_transformer.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/robust_scaler.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/robust_scaler.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/standard_scaler.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/standard_scaler.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/__pycache__/utility.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/feature_transform_algorithm.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/max_abs_scaler.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/normalizer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/quantile_transformer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/robust_scaler.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/standard_scaler.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/feature_transform/utility.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__init__.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/imputer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/imputer.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/simple_imputer.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/__pycache__/simple_imputer.cpython-310.pyc
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/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/imputer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/simple_imputer.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/imputation/utility.py
/usr/lib/python3.10/site-packages/niaaml/preprocessing/preprocessing_algorithm.py
/usr/lib/python3.10/site-packages/niaaml/tests
/usr/lib/python3.10/site-packages/niaaml/tests/__init__.py
/usr/lib/python3.10/site-packages/niaaml/tests/__pycache__
/usr/lib/python3.10/site-packages/niaaml/tests/__pycache__/__init__.cpython-310.opt-1.pyc
/usr/lib/python3.10/site-packages/niaaml/tests/__pycache__/__init__.cpython-310.pyc
/usr/lib/python3.10/site-packages/niaaml/tests/__pycache__/conftest.cpython-310.opt-1.pyc
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/usr/lib/python3.10/site-packages/niaaml/tests/test_encoder_factory.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_feature_encoder.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_feature_selection.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_feature_selection_algorithm_factory.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_feature_transform.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_feature_transform_algorithm_factory.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_fitness.py
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/usr/lib/python3.10/site-packages/niaaml/tests/test_imputer.py
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/usr/lib/python3.10/site-packages/niaaml/tests/test_pipeline.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_pipeline_optimizer.py
/usr/lib/python3.10/site-packages/niaaml/tests/test_utilities.py
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files/dataset_header_classes.csv
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files/dataset_header_classes_cat_miss.csv
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files/dataset_header_no_classes.csv
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files/dataset_no_header_classes.csv
/usr/lib/python3.10/site-packages/niaaml/tests/tests_files/dataset_no_header_no_classes.csv
/usr/lib/python3.10/site-packages/niaaml/utilities.py
/usr/share/doc/python3-niaaml
/usr/share/doc/python3-niaaml/CHANGELOG.md
/usr/share/doc/python3-niaaml/CITATION.md
/usr/share/doc/python3-niaaml/COMPONENTS.md
/usr/share/doc/python3-niaaml/README.md
/usr/share/licenses/python3-niaaml
/usr/share/licenses/python3-niaaml/LICENSE

References

Summary

In this tutorial we learn how to install python3-niaaml on Fedora 36 using yum and [dnf]((/fedora/36/dnf/).