├── .gitignore ├── Adaboost.ipynb ├── Avaliação de Modelos.ipynb ├── Decision Trees.ipynb ├── Feature Selection.ipynb ├── K-Means.ipynb ├── KNN.ipynb ├── LDA.ipynb ├── LICENSE ├── Mean Shift.ipynb ├── Naive_Bayes - Gaussian.ipynb ├── Normalização.ipynb ├── PCA.ipynb ├── README.md ├── Random_Forest.ipynb ├── Redes Neurais.ipynb ├── Regressão Linear.ipynb ├── Regressão Logística.ipynb ├── Regressão Multivariada.ipynb ├── Regressão Polinomial.ipynb ├── SVM.ipynb ├── Template.ipynb ├── data ├── anuncios.csv ├── measures.csv ├── medidas.csv └── notas.csv ├── images ├── Architecture.png ├── Circuit2.png ├── Circuit3-Back.png ├── Circuit3-Forward.png ├── Circuit3.png ├── Gate2.png ├── Iris-dataset.png ├── MultGate.png ├── PCAvsLDA.png ├── Patterns.png ├── bias-trick.jpg ├── boruta-algoritmo.png ├── layer_sizes.jpeg ├── linear.png ├── meanshift.gif ├── pre-processing-pca-white.png ├── pre-processing.png ├── reg_strengths.jpeg ├── relu.png ├── selecao_embedded_methods.png ├── selecao_filter_methods.png ├── selecao_pearson.png ├── selecao_pearson_plots.png ├── selecao_wrapper_methods.png ├── sigmoid.png ├── tanh.png ├── teorema-bayes.jpg └── treeview.jpg ├── pyproject.toml ├── third_party ├── __init__.py └── boruta │ ├── __init__.py │ ├── boruta_py.py │ ├── examples │ ├── Madalon_Data_Set.ipynb │ ├── test_X.csv │ └── test_y.csv │ └── test │ ├── __init__.py │ └── unit_tests.py ├── utils ├── __init__.py ├── plots.py └── samples_generator.py └── uv.lock /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/arnaldog12/Machine_Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /Adaboost.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/arnaldog12/Machine_Learning/HEAD/Adaboost.ipynb -------------------------------------------------------------------------------- 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