biobb_ml

• regression package
  • Submodules
  • regression.linear_regression module
    • LinearRegression
      • LinearRegression.check_data_params()
      • LinearRegression.launch()
    • linear_regression()
    • main()
  • regression.polynomial_regression module
    • PolynomialRegression
      • PolynomialRegression.check_data_params()
      • PolynomialRegression.launch()
    • main()
    • polynomial_regression()
  • regression.random_forest_regressor module
    • RandomForestRegressor
      • RandomForestRegressor.check_data_params()
      • RandomForestRegressor.launch()
    • main()
    • random_forest_regressor()
  • regression.regression_predict module
    • RegressionPredict
      • RegressionPredict.check_data_params()
      • RegressionPredict.launch()
    • main()
    • regression_predict()
• classification package
  • Submodules
  • classification.decision_tree module
    • DecisionTree
      • DecisionTree.check_data_params()
      • DecisionTree.launch()
    • decision_tree()
    • main()
  • classification.k_neighbors_coefficient module
    • KNeighborsCoefficient
      • KNeighborsCoefficient.check_data_params()
      • KNeighborsCoefficient.launch()
    • k_neighbors_coefficient()
    • main()
  • classification.k_neighbors module
    • KNeighborsTrain
      • KNeighborsTrain.check_data_params()
      • KNeighborsTrain.launch()
    • k_neighbors()
    • main()
  • classification.logistic_regression module
    • LogisticRegression
      • LogisticRegression.check_data_params()
      • LogisticRegression.launch()
    • logistic_regression()
    • main()
  • classification.random_forest_classifier module
    • RandomForestClassifier
      • RandomForestClassifier.check_data_params()
      • RandomForestClassifier.launch()
    • main()
    • random_forest_classifier()
  • classification.support_vector_machine module
    • SupportVectorMachine
      • SupportVectorMachine.check_data_params()
      • SupportVectorMachine.launch()
    • main()
    • support_vector_machine()
  • classification.classification_predict module
    • ClassificationPredict
      • ClassificationPredict.check_data_params()
      • ClassificationPredict.launch()
    • classification_predict()
    • main()
• clustering package
  • Submodules
  • clustering.agglomerative_coefficient module
    • AgglomerativeCoefficient
      • AgglomerativeCoefficient.check_data_params()
      • AgglomerativeCoefficient.launch()
    • agglomerative_coefficient()
    • main()
  • clustering.agglomerative_clustering module
    • AgglClustering
      • AgglClustering.check_data_params()
      • AgglClustering.launch()
    • agglomerative_clustering()
    • main()
  • clustering.dbscan module
    • DBSCANClustering
      • DBSCANClustering.check_data_params()
      • DBSCANClustering.launch()
    • dbscan()
    • main()
  • clustering.k_means_coefficient module
    • KMeansCoefficient
      • KMeansCoefficient.check_data_params()
      • KMeansCoefficient.launch()
    • k_means_coefficient()
    • main()
  • clustering.k_means module
    • KMeansClustering
      • KMeansClustering.check_data_params()
      • KMeansClustering.launch()
    • k_means()
    • main()
  • clustering.spectral_coefficient module
    • SpectralCoefficient
      • SpectralCoefficient.check_data_params()
      • SpectralCoefficient.launch()
    • main()
    • spectral_coefficient()
  • clustering.spectral_clustering module
    • SpecClustering
      • SpecClustering.check_data_params()
      • SpecClustering.launch()
    • main()
    • spectral_clustering()
  • clustering.clustering_predict module
    • ClusteringPredict
      • ClusteringPredict.check_data_params()
      • ClusteringPredict.launch()
    • clustering_predict()
    • main()
• resampling package
  • Submodules
  • resampling.undersampling module
    • Undersampling
      • Undersampling.check_data_params()
      • Undersampling.launch()
    • main()
    • undersampling()
  • resampling.oversampling module
    • Oversampling
      • Oversampling.check_data_params()
      • Oversampling.launch()
    • main()
    • oversampling()
  • resampling.resampling module
    • Resampling
      • Resampling.check_data_params()
      • Resampling.launch()
    • main()
    • resampling()
• utils package
  • Submodules
  • utils.correlation_matrix module
    • CorrelationMatrix
      • CorrelationMatrix.check_data_params()
      • CorrelationMatrix.launch()
    • correlation_matrix()
    • main()
  • utils.dendrogram module
    • Dendrogram
      • Dendrogram.check_data_params()
      • Dendrogram.launch()
    • dendrogram()
    • main()
  • utils.drop_columns module
    • DropColumns
      • DropColumns.check_data_params()
      • DropColumns.launch()
    • drop_columns()
    • main()
  • utils.dummy_variables module
    • DummyVariables
      • DummyVariables.check_data_params()
      • DummyVariables.launch()
    • dummy_variables()
    • main()
  • utils.map_variables module
    • MapVariables
      • MapVariables.check_data_params()
      • MapVariables.launch()
    • main()
    • map_variables()
  • utils.pairwise_comparison module
    • PairwiseComparison
      • PairwiseComparison.check_data_params()
      • PairwiseComparison.launch()
    • main()
    • pairwise_comparison()
  • utils.scale_columns module
    • ScaleColumns
      • ScaleColumns.check_data_params()
      • ScaleColumns.launch()
    • main()
    • scale_columns()
• neural_networks package
  • Submodules
  • neural_networks.autoencoder_neural_network module
    • AutoencoderNeuralNetwork
      • AutoencoderNeuralNetwork.build_model()
      • AutoencoderNeuralNetwork.check_data_params()
      • AutoencoderNeuralNetwork.launch()
    • autoencoder_neural_network()
    • main()
  • neural_networks.classification_neural_network module
    • ClassificationNeuralNetwork
      • ClassificationNeuralNetwork.build_model()
      • ClassificationNeuralNetwork.check_data_params()
      • ClassificationNeuralNetwork.launch()
    • classification_neural_network()
    • main()
  • neural_networks.recurrent_neural_network module
    • RecurrentNeuralNetwork
      • RecurrentNeuralNetwork.build_model()
      • RecurrentNeuralNetwork.check_data_params()
      • RecurrentNeuralNetwork.launch()
    • main()
    • recurrent_neural_network()
  • neural_networks.regression_neural_network module
    • RegressionNeuralNetwork
      • RegressionNeuralNetwork.build_model()
      • RegressionNeuralNetwork.check_data_params()
      • RegressionNeuralNetwork.launch()
    • main()
    • regression_neural_network()
  • neural_networks.neural_network_decode module
    • DecodingNeuralNetwork
      • DecodingNeuralNetwork.check_data_params()
      • DecodingNeuralNetwork.launch()
    • main()
    • neural_network_decode()
  • neural_networks.neural_network_predict module
    • PredictNeuralNetwork
      • PredictNeuralNetwork.check_data_params()
      • PredictNeuralNetwork.launch()
    • main()
    • neural_network_predict()
• dimensionality_reduction package
  • Submodules
  • dimensionality_reduction.pls_components module
    • PLSComponents
      • PLSComponents.check_data_params()
      • PLSComponents.launch()
      • PLSComponents.warn()
    • main()
    • pls_components()
  • dimensionality_reduction.pls_regression module
    • PLS_Regression
      • PLS_Regression.check_data_params()
      • PLS_Regression.launch()
      • PLS_Regression.warn()
    • main()
    • pls_regression()
  • dimensionality_reduction.principal_component module
    • PrincipalComponentAnalysis
      • PrincipalComponentAnalysis.check_data_params()
      • PrincipalComponentAnalysis.launch()
    • main()
    • principal_component()