README.md
setup.py
ensemble_methods/__init__.py
ensemble_methods/adaBoost.py
ensemble_methods/bagging.py
ensemble_methods/gradient_boosting.py
ensemble_methods/randomForest.py
ensemble_methods/stacking.py
metrics_model_evaluation/__init__.py
metrics_model_evaluation/accuracy.py
metrics_model_evaluation/confusion_matrix.py
metrics_model_evaluation/f1_score.py
metrics_model_evaluation/mean_absolute_error.py
metrics_model_evaluation/mean_squared_error.py
metrics_model_evaluation/precision.py
metrics_model_evaluation/r2_score.py
metrics_model_evaluation/recall.py
model_selection/__init__.py
model_selection/cross_validation.py
model_selection/grid_search.py
model_selection/kfold.py
model_selection/make_scorer.py
model_selection/param_grid.py
model_selection/train_test_split.py
preprocessing/__init__.py
preprocessing/impute_missing_values_mean.py
preprocessing/impute_missing_values_median.py
preprocessing/impute_missing_values_mode.py
preprocessing/labelencoder.py
preprocessing/normalize_features.py
preprocessing/numerical_categorical_variables.py
preprocessing/onehotencoder.py
preprocessing/outliers.py
preprocessing/scale_features_min_max.py
preprocessing/scale_features_standard.py
preprocessing/select_features.py
sktlearn_clone.egg-info/PKG-INFO
sktlearn_clone.egg-info/SOURCES.txt
sktlearn_clone.egg-info/dependency_links.txt
sktlearn_clone.egg-info/requires.txt
sktlearn_clone.egg-info/top_level.txt
supervised_learning/DecisionTree.py
supervised_learning/LinearRegression.py
supervised_learning/LogisticRegression.py
supervised_learning/NaiveBayes.py
supervised_learning/NeuralNetwork.py
supervised_learning/__init__.py
supervised_learning/knn.py
testing/__init__.py
testing/adaboost.py
testing/bagging.py
testing/cross_validation.py
testing/cross_validation_iris.py
testing/data_loading.py
testing/gradient_boosting.py
testing/grid_search.py
testing/grid_search_cv.py
testing/helpers.py
testing/impute_missing_values_mean.py
testing/impute_missing_values_median.py
testing/impute_missing_values_mode.py
testing/kfold_test.py
testing/labelencoder.py
testing/make_scorer.py
testing/metrics_test.py
testing/models_test.py
testing/neural_network_test.py
testing/normalize_features.py
testing/numerical_categorical_variables.py
testing/onehotencoder.py
testing/outliers.py
testing/param_gird.py
testing/preprocessing_test.py
testing/scale_features_min_max.py
testing/scale_features_standard.py
testing/select_features.py
testing/stacking.py
testing/train_test_split.py
testing/visualization.py
utilities/__init__.py
utilities/data_loading.py
utilities/external libraries.py
utilities/helpers.py
utilities/visualization.py