LICENSE
README.md
pyproject.toml
setup.py
ifri_mini_ml_lib/__init__.py
ifri_mini_ml_lib.egg-info/PKG-INFO
ifri_mini_ml_lib.egg-info/SOURCES.txt
ifri_mini_ml_lib.egg-info/dependency_links.txt
ifri_mini_ml_lib.egg-info/requires.txt
ifri_mini_ml_lib.egg-info/top_level.txt
ifri_mini_ml_lib/association_rules/__init__.py
ifri_mini_ml_lib/association_rules/apriori.py
ifri_mini_ml_lib/association_rules/eclat.py
ifri_mini_ml_lib/association_rules/fp_growth.py
ifri_mini_ml_lib/association_rules/metrics.py
ifri_mini_ml_lib/association_rules/utils.py
ifri_mini_ml_lib/classification/__init__.py
ifri_mini_ml_lib/classification/decision_tree.py
ifri_mini_ml_lib/classification/knn.py
ifri_mini_ml_lib/classification/logistic_regression.py
ifri_mini_ml_lib/clustering/__init__.py
ifri_mini_ml_lib/clustering/dbscan.py
ifri_mini_ml_lib/clustering/hierarchical.py
ifri_mini_ml_lib/clustering/kmeans.py
ifri_mini_ml_lib/clustering/utils.py
ifri_mini_ml_lib/metrics/__init__.py
ifri_mini_ml_lib/metrics/bias_evaluation.py
ifri_mini_ml_lib/metrics/evaluation_metrics.py
ifri_mini_ml_lib/model_selection/__init__.py
ifri_mini_ml_lib/model_selection/bagging.py
ifri_mini_ml_lib/model_selection/bayesian_searchCV.py
ifri_mini_ml_lib/model_selection/cross_validation.py
ifri_mini_ml_lib/model_selection/grid_searchCV.py
ifri_mini_ml_lib/model_selection/random_searchCV.py
ifri_mini_ml_lib/model_selection/utils.py
ifri_mini_ml_lib/neural_networks/__init__.py
ifri_mini_ml_lib/neural_networks/mlp_classifier.py
ifri_mini_ml_lib/neural_networks/mlp_regressor.py
ifri_mini_ml_lib/preprocessing/__init__.py
ifri_mini_ml_lib/preprocessing/dimensionality_reduction/__init__.py
ifri_mini_ml_lib/preprocessing/dimensionality_reduction/pca.py
ifri_mini_ml_lib/preprocessing/dimensionality_reduction/t_sne.py
ifri_mini_ml_lib/preprocessing/preparation/__init__.py
ifri_mini_ml_lib/preprocessing/preparation/categorical_encoder.py
ifri_mini_ml_lib/preprocessing/preparation/data_splitter.py
ifri_mini_ml_lib/preprocessing/preparation/min_max_scaler.py
ifri_mini_ml_lib/preprocessing/preparation/missing_value_handler.py
ifri_mini_ml_lib/preprocessing/preparation/standard_scaler.py
ifri_mini_ml_lib/regression/__init__.py
ifri_mini_ml_lib/regression/linear.py
ifri_mini_ml_lib/regression/polynomial.py
ifri_mini_ml_lib/regression/svr.py
tests/__init__.py
tests/test_apriori.py
tests/test_bagging.py
tests/test_bayesian_search.py
tests/test_biais_evaluation.py
tests/test_categorical_encoder.py
tests/test_crossval.py
tests/test_data_adapter.py
tests/test_data_splitter.py
tests/test_dbscan.py
tests/test_decision_tree.py
tests/test_eclat.py
tests/test_evaluation_metrics.py
tests/test_fpgrowth.py
tests/test_grid_search.py
tests/test_hierarchical.py
tests/test_inertia.py
tests/test_kmeans.py
tests/test_knn.py
tests/test_linear_regression.py
tests/test_logistic_regression.py
tests/test_minmax_scaler.py
tests/test_missing_value_handler.py
tests/test_mlp.py
tests/test_pca.py
tests/test_polynomial_regression.py
tests/test_random_search.py
tests/test_silhouette.py
tests/test_standar_scaler.py
tests/test_svr.py
tests/test_tsne.py