BuildML
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BuildML
Installation
Features
Usage
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Changelog
❤️ Support BuildML
BuildML
Index
Index
B
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C
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D
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E
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F
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G
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L
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M
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N
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O
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P
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R
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S
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T
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U
B
build_classifier_model() (in module buildml.build_model)
build_multiple_classifiers() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
build_multiple_classifiers_from_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
build_multiple_regressors() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
build_multiple_regressors_from_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
build_regressor_model() (in module buildml.build_model)
build_single_classifier_from_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
build_single_regressor_from_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
buildml
module
buildml.automate
module
buildml.build_model
module
buildml.date_features
module
buildml.eda
module
buildml.output_dataset
module
buildml.preprocessing
module
C
categorical_to_datetime() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.date_features)
categorical_to_numerical() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
classifier_evaluation() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
classifier_graph() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
classifier_model_testing() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
classifier_predict() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
column_binning() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
count_column_categories() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
D
drop_columns() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
E
eda() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.eda)
eda_visual() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.eda)
extract_date_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.date_features)
F
filter_data() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
FindK_KNN_Classifier() (in module buildml.build_model)
FindK_KNN_Regressor() (in module buildml.build_model)
fix_missing_values() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
fix_unbalanced_dataset() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
G
get_bestK_KNNclassifier() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
get_bestK_KNNregressor() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
get_dataset() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
get_training_test_data() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
group_data() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
L
load_large_dataset() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
M
module
buildml
buildml.automate
buildml.build_model
buildml.date_features
buildml.eda
buildml.output_dataset
buildml.preprocessing
N
numerical_to_categorical() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
O
output_dataset_as_csv() (in module buildml.output_dataset)
output_dataset_as_excel() (in module buildml.output_dataset)
P
pandas_profiling() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.eda)
poly_get_optimal_degree() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
polyreg_graph() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
polyreg_x() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
R
reduce_data_memory_useage() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
regressor_evaluation() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
regressor_model_testing() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
regressor_predict() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
remove_duplicates() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
remove_outlier() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
rename_columns() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
replace_values() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
reset_index() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
S
scale_independent_variables() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
select_datatype() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
select_dependent_and_independent() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
select_features() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
set_index() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
simple_linregres_graph() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
sort_index() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
sort_values() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.preprocessing)
split_data() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
(in module buildml.build_model)
SupervisedLearning (class in buildml)
(class in buildml.automate)
sweet_viz() (in module buildml.eda)
sweetviz_profile_report() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
T
train_model_classifier() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
train_model_regressor() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
U
unique_elements_in_columns() (buildml.automate.SupervisedLearning method)
(buildml.SupervisedLearning method)
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