Package
- Modules
- buildml.automate module
SupervisedLearning
SupervisedLearning.build_multiple_classifiers()
SupervisedLearning.build_multiple_classifiers_from_features()
SupervisedLearning.build_multiple_regressors()
SupervisedLearning.build_multiple_regressors_from_features()
SupervisedLearning.build_single_classifier_from_features()
SupervisedLearning.build_single_regressor_from_features()
SupervisedLearning.categorical_to_datetime()
SupervisedLearning.categorical_to_numerical()
SupervisedLearning.classifier_evaluation()
SupervisedLearning.classifier_graph()
SupervisedLearning.classifier_model_testing()
SupervisedLearning.classifier_predict()
SupervisedLearning.column_binning()
SupervisedLearning.count_column_categories()
SupervisedLearning.drop_columns()
SupervisedLearning.eda()
SupervisedLearning.eda_visual()
SupervisedLearning.extract_date_features()
SupervisedLearning.filter_data()
SupervisedLearning.fix_missing_values()
SupervisedLearning.fix_unbalanced_dataset()
SupervisedLearning.get_bestK_KNNclassifier()
SupervisedLearning.get_bestK_KNNregressor()
SupervisedLearning.get_dataset()
SupervisedLearning.get_training_test_data()
SupervisedLearning.group_data()
SupervisedLearning.load_large_dataset()
SupervisedLearning.numerical_to_categorical()
SupervisedLearning.pandas_profiling()
SupervisedLearning.poly_get_optimal_degree()
SupervisedLearning.polyreg_graph()
SupervisedLearning.polyreg_x()
SupervisedLearning.reduce_data_memory_useage()
SupervisedLearning.regressor_evaluation()
SupervisedLearning.regressor_model_testing()
SupervisedLearning.regressor_predict()
SupervisedLearning.remove_duplicates()
SupervisedLearning.remove_outlier()
SupervisedLearning.rename_columns()
SupervisedLearning.replace_values()
SupervisedLearning.reset_index()
SupervisedLearning.scale_independent_variables()
SupervisedLearning.select_datatype()
SupervisedLearning.select_dependent_and_independent()
SupervisedLearning.select_features()
SupervisedLearning.set_index()
SupervisedLearning.simple_linregres_graph()
SupervisedLearning.sort_index()
SupervisedLearning.sort_values()
SupervisedLearning.split_data()
SupervisedLearning.sweetviz_profile_report()
SupervisedLearning.train_model_classifier()
SupervisedLearning.train_model_regressor()
SupervisedLearning.unique_elements_in_columns()
- buildml.date_features module
- buildml.eda module
- buildml.build_model module
FindK_KNN_Classifier()
FindK_KNN_Regressor()
build_classifier_model()
build_multiple_classifiers()
build_multiple_classifiers_from_features()
build_multiple_regressors()
build_multiple_regressors_from_features()
build_regressor_model()
build_single_classifier_from_features()
build_single_regressor_from_features()
classifier_graph()
classifier_model_testing()
regressor_model_testing()
select_features()
simple_linregres_graph()
split_data()
- buildml.output_dataset module
- buildml.preprocessing module
categorical_to_numerical()
column_binning()
count_column_categories()
drop_columns()
filter_data()
fix_missing_values()
fix_unbalanced_dataset()
group_data()
load_large_dataset()
numerical_to_categorical()
remove_duplicates()
remove_outlier()
rename_columns()
replace_values()
reset_index()
scale_independent_variables()
select_datatype()
set_index()
sort_index()
sort_values()
- Module contents
- Machine Learning Toolkit for Python
SupervisedLearning
SupervisedLearning.build_multiple_classifiers()
SupervisedLearning.build_multiple_classifiers_from_features()
SupervisedLearning.build_multiple_regressors()
SupervisedLearning.build_multiple_regressors_from_features()
SupervisedLearning.build_single_classifier_from_features()
SupervisedLearning.build_single_regressor_from_features()
SupervisedLearning.categorical_to_datetime()
SupervisedLearning.categorical_to_numerical()
SupervisedLearning.classifier_evaluation()
SupervisedLearning.classifier_graph()
SupervisedLearning.classifier_model_testing()
SupervisedLearning.classifier_predict()
SupervisedLearning.column_binning()
SupervisedLearning.count_column_categories()
SupervisedLearning.drop_columns()
SupervisedLearning.eda()
SupervisedLearning.eda_visual()
SupervisedLearning.extract_date_features()
SupervisedLearning.filter_data()
SupervisedLearning.fix_missing_values()
SupervisedLearning.fix_unbalanced_dataset()
SupervisedLearning.get_bestK_KNNclassifier()
SupervisedLearning.get_bestK_KNNregressor()
SupervisedLearning.get_dataset()
SupervisedLearning.get_training_test_data()
SupervisedLearning.group_data()
SupervisedLearning.load_large_dataset()
SupervisedLearning.numerical_to_categorical()
SupervisedLearning.pandas_profiling()
SupervisedLearning.poly_get_optimal_degree()
SupervisedLearning.polyreg_graph()
SupervisedLearning.polyreg_x()
SupervisedLearning.reduce_data_memory_useage()
SupervisedLearning.regressor_evaluation()
SupervisedLearning.regressor_model_testing()
SupervisedLearning.regressor_predict()
SupervisedLearning.remove_duplicates()
SupervisedLearning.remove_outlier()
SupervisedLearning.rename_columns()
SupervisedLearning.replace_values()
SupervisedLearning.reset_index()
SupervisedLearning.scale_independent_variables()
SupervisedLearning.select_datatype()
SupervisedLearning.select_dependent_and_independent()
SupervisedLearning.select_features()
SupervisedLearning.set_index()
SupervisedLearning.simple_linregres_graph()
SupervisedLearning.sort_index()
SupervisedLearning.sort_values()
SupervisedLearning.split_data()
SupervisedLearning.sweetviz_profile_report()
SupervisedLearning.train_model_classifier()
SupervisedLearning.train_model_regressor()
SupervisedLearning.unique_elements_in_columns()
- buildml.automate module