python3-niaaml-2.2.1-1.fc43 in Fedora 43
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Package Info
🠗 Changelog
🠗 Dependencies
🠗 Provides
🠗 Files
Changelog
| Date | Author | Change |
|---|---|---|
| 2026-04-27 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.2.1-1 | - Update to 2.2.1 upstream release - Resolves: rhbz#2461946 |
| 2026-04-26 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.2.0-2 | - Remove unnecessary, implicit typing-extensions dependency |
| 2025-12-05 | Packit <hello at packit dot dev> - 2.2.0-1 | - Update to 2.2.0 upstream release - Resolves: rhbz#2419282 |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-17 | - Slightly improved description (from upstream) |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-16 | - Use the provisional pyproject declarative buildsystem |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-15 | - No longer remove all dependency version bounds - Convert SemVer pins to minimum versions |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-14 | - Don’t remove poetry.lock (unnecessary) |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-12 | - Actually install the man pages |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-11 | - Tweak the Summary and description of the -doc subpackage |
| 2025-12-05 | Benjamin A. Beasley <code at musicinmybrain dot net> - 2.1.2-10 | - Always do an import “smoke test” |
Dependencies
- python3 = 3.14
- python3-niapy >= 2.6.1
- python3-numpy >= 2.1.1
- python3-pandas >= 2.1.1
- python3-scikit-learn >= 1.6.1
- python3-typer >= 0.12.3
- python3.9 = 3.14
Provides
- python-niaaml
- python3-niaaml
- python3.14-niaaml
- python3.14dist(niaaml)
- python3dist(niaaml)
Files
- usr/
- bin/
- niaaml
- lib/
- python3.14/
- site-packages/
- niaaml/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- cli.cpython-314.opt-1.pyc
- cli.cpython-314.pyc
- logger.cpython-314.opt-1.pyc
- logger.cpython-314.pyc
- pipeline.cpython-314.opt-1.pyc
- pipeline.cpython-314.pyc
- pipeline_component.cpython-314.opt-1.pyc
- pipeline_component.cpython-314.pyc
- pipeline_optimizer.cpython-314.opt-1.pyc
- pipeline_optimizer.cpython-314.pyc
- utilities.cpython-314.opt-1.pyc
- utilities.cpython-314.pyc
- classifiers/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- ada_boost.cpython-314.opt-1.pyc
- ada_boost.cpython-314.pyc
- bagging.cpython-314.opt-1.pyc
- bagging.cpython-314.pyc
- classifier.cpython-314.opt-1.pyc
- classifier.cpython-314.pyc
- decision_tree.cpython-314.opt-1.pyc
- decision_tree.cpython-314.pyc
- extremely_randomized_trees.cpython-314.opt-1.pyc
- extremely_randomized_trees.cpython-314.pyc
- gaussian_naive_bayes.cpython-314.opt-1.pyc
- gaussian_naive_bayes.cpython-314.pyc
- gaussian_process.cpython-314.opt-1.pyc
- gaussian_process.cpython-314.pyc
- k_neighbors.cpython-314.opt-1.pyc
- k_neighbors.cpython-314.pyc
- linear_svc.cpython-314.opt-1.pyc
- linear_svc.cpython-314.pyc
- multi_layer_perceptron.cpython-314.opt-1.pyc
- multi_layer_perceptron.cpython-314.pyc
- quadratic_driscriminant_analysis.cpython-314.opt-1.pyc
- quadratic_driscriminant_analysis.cpython-314.pyc
- random_forest.cpython-314.opt-1.pyc
- random_forest.cpython-314.pyc
- regression_decision_tree.cpython-314.opt-1.pyc
- regression_decision_tree.cpython-314.pyc
- regression_gaussian_process.cpython-314.opt-1.pyc
- regression_gaussian_process.cpython-314.pyc
- regression_lasso.cpython-314.opt-1.pyc
- regression_lasso.cpython-314.pyc
- regression_linear_model.cpython-314.opt-1.pyc
- regression_linear_model.cpython-314.pyc
- regression_ridge.cpython-314.opt-1.pyc
- regression_ridge.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- ada_boost.py
- bagging.py
- classifier.py
- decision_tree.py
- extremely_randomized_trees.py
- gaussian_naive_bayes.py
- gaussian_process.py
- k_neighbors.py
- linear_svc.py
- multi_layer_perceptron.py
- quadratic_driscriminant_analysis.py
- random_forest.py
- regression_decision_tree.py
- regression_gaussian_process.py
- regression_lasso.py
- regression_linear_model.py
- regression_ridge.py
- utility.py
- cli.py
- data/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- basic_data_reader.cpython-314.opt-1.pyc
- basic_data_reader.cpython-314.pyc
- csv_data_reader.cpython-314.opt-1.pyc
- csv_data_reader.cpython-314.pyc
- data_reader.cpython-314.opt-1.pyc
- data_reader.cpython-314.pyc
- basic_data_reader.py
- csv_data_reader.py
- data_reader.py
- fitness/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- accuracy.cpython-314.opt-1.pyc
- accuracy.cpython-314.pyc
- cohen_kappa.cpython-314.opt-1.pyc
- cohen_kappa.cpython-314.pyc
- f1.cpython-314.opt-1.pyc
- f1.cpython-314.pyc
- fitness_function.cpython-314.opt-1.pyc
- fitness_function.cpython-314.pyc
- mse.cpython-314.opt-1.pyc
- mse.cpython-314.pyc
- precision.cpython-314.opt-1.pyc
- precision.cpython-314.pyc
- r2.cpython-314.opt-1.pyc
- r2.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- accuracy.py
- cohen_kappa.py
- f1.py
- fitness_function.py
- mse.py
- precision.py
- r2.py
- utility.py
- logger.py
- pipeline.py
- pipeline_component.py
- pipeline_optimizer.py
- preprocessing/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- preprocessing_algorithm.cpython-314.opt-1.pyc
- preprocessing_algorithm.cpython-314.pyc
- encoding/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- feature_encoder.cpython-314.opt-1.pyc
- feature_encoder.cpython-314.pyc
- one_hot_encoder.cpython-314.opt-1.pyc
- one_hot_encoder.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- feature_encoder.py
- one_hot_encoder.py
- utility.py
- feature_selection/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- _feature_selection_threshold_problem.cpython-314.opt-1.pyc
- _feature_selection_threshold_problem.cpython-314.pyc
- bat_algorithm.cpython-314.opt-1.pyc
- bat_algorithm.cpython-314.pyc
- differential_evolution.cpython-314.opt-1.pyc
- differential_evolution.cpython-314.pyc
- feature_selection_algorithm.cpython-314.opt-1.pyc
- feature_selection_algorithm.cpython-314.pyc
- grey_wolf_optimizer.cpython-314.opt-1.pyc
- grey_wolf_optimizer.cpython-314.pyc
- jDEFSTH.cpython-314.opt-1.pyc
- jDEFSTH.cpython-314.pyc
- particle_swarm_optimization.cpython-314.opt-1.pyc
- particle_swarm_optimization.cpython-314.pyc
- select_k_best.cpython-314.opt-1.pyc
- select_k_best.cpython-314.pyc
- select_percentile.cpython-314.opt-1.pyc
- select_percentile.cpython-314.pyc
- select_univariate_regression.cpython-314.opt-1.pyc
- select_univariate_regression.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- variance_threshold.cpython-314.opt-1.pyc
- variance_threshold.cpython-314.pyc
- _feature_selection_threshold_problem.py
- bat_algorithm.py
- differential_evolution.py
- feature_selection_algorithm.py
- grey_wolf_optimizer.py
- jDEFSTH.py
- particle_swarm_optimization.py
- select_k_best.py
- select_percentile.py
- select_univariate_regression.py
- utility.py
- variance_threshold.py
- feature_transform/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- feature_transform_algorithm.cpython-314.opt-1.pyc
- feature_transform_algorithm.cpython-314.pyc
- max_abs_scaler.cpython-314.opt-1.pyc
- max_abs_scaler.cpython-314.pyc
- normalizer.cpython-314.opt-1.pyc
- normalizer.cpython-314.pyc
- quantile_transformer.cpython-314.opt-1.pyc
- quantile_transformer.cpython-314.pyc
- robust_scaler.cpython-314.opt-1.pyc
- robust_scaler.cpython-314.pyc
- standard_scaler.cpython-314.opt-1.pyc
- standard_scaler.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- feature_transform_algorithm.py
- max_abs_scaler.py
- normalizer.py
- quantile_transformer.py
- robust_scaler.py
- standard_scaler.py
- utility.py
- imputation/
- __init__.py
- __pycache__/
- __init__.cpython-314.opt-1.pyc
- __init__.cpython-314.pyc
- imputer.cpython-314.opt-1.pyc
- imputer.cpython-314.pyc
- simple_imputer.cpython-314.opt-1.pyc
- simple_imputer.cpython-314.pyc
- utility.cpython-314.opt-1.pyc
- utility.cpython-314.pyc
- imputer.py
- simple_imputer.py
- utility.py
- preprocessing_algorithm.py
- utilities.py
- niaaml-2.2.1.dist-info/
- INSTALLER
- LICENSE
- METADATA
- WHEEL
- entry_points.txt
- niaaml/
- site-packages/
- python3.14/
- share/
- bash-completion/
- completions/
- niaaml
- completions/
- doc/
- python3-niaaml/
- CHANGELOG.md
- CITATION.cff
- COMPONENTS.md
- README.md
- python3-niaaml/
- fish/
- vendor_completions.d/
- niaaml.fish
- vendor_completions.d/
- licenses/
- python3-niaaml/
- LICENSE
- python3-niaaml/
- man/
- man1/
- niaaml-infer.1.gz
- niaaml-optimize.1.gz
- niaaml.1.gz
- man1/
- zsh/
- site-functions/
- _niaaml
- site-functions/
- bash-completion/
- bin/
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