DataSet Member List

This is the complete list of members for DataSet, including all inherited members.

calculate_autocorrelations(const Index &=10) constDataSet
calculate_average_forest_paths(const Tensor< Tensor< type, 2 >, 1 > &, const Index &) const (defined in DataSet)DataSetprivate
calculate_average_reachability(Tensor< list< Index >, 1 > &, const Index &) const (defined in DataSet)DataSetprivate
calculate_bounding_boxes_neighbors(const Tensor< Tensor< type, 1 >, 1 > &, const Tensor< Index, 1 > &, const Index &, const Index &) const (defined in DataSet)DataSetprivate
calculate_columns_box_plots() constDataSet
calculate_columns_descriptives_categories(const Index &) constDataSet
calculate_columns_descriptives_negative_samples() constDataSet
calculate_columns_descriptives_positive_samples() constDataSet
calculate_columns_descriptives_selection_samples() constDataSet
calculate_columns_descriptives_training_samples() constDataSet
calculate_columns_distribution(const Index &=10) constDataSet
calculate_cross_correlations(const Index &=10) constDataSet
calculate_distance_matrix(const Tensor< Index, 1 > &) const (defined in DataSet)DataSetprivate
calculate_euclidean_distance(const Tensor< Index, 1 > &, const Index &, const Index &) const (defined in DataSet)DataSetprivate
calculate_input_columns_correlations() constDataSet
calculate_input_target_columns_correlations() constDataSet
calculate_input_variables_descriptives() constDataSet
calculate_input_variables_maximums() constDataSet
calculate_input_variables_minimums() constDataSet
calculate_isolation_forest_outliers(const Index &=100, const Index &=256, const type &=type(0)) const (defined in DataSet)DataSet
calculate_k_nearest_neighbors(const Tensor< type, 2 > &, const Index &=20) const (defined in DataSet)DataSetprivate
calculate_kd_tree_neighbors(const Index &=20, const Index &=40) const (defined in DataSet)DataSetprivate
calculate_local_outlier_factor(Tensor< list< Index >, 1 > &, const Tensor< type, 1 > &, const Index &) const (defined in DataSet)DataSetprivate
calculate_local_outlier_factor_outliers(const Index &=20, const Index &=0, const type &=type(0)) constDataSet
calculate_min_max_indices_list(list< Index > &, const Index &, type &, type &) const (defined in DataSet)DataSetprivate
calculate_selection_negatives(const Index &) constDataSet
calculate_selection_targets_mean() constDataSet
calculate_target_distribution() constDataSet
calculate_target_variables_descriptives() constDataSet
calculate_target_variables_maximums() constDataSet
calculate_target_variables_minimums() constDataSet
calculate_testing_negatives(const Index &) constDataSet
calculate_testing_target_variables_descriptives() const (defined in DataSet)DataSet
calculate_training_negatives(const Index &) constDataSet
calculate_tree_path(const Tensor< type, 2 > &, const Index &, const Index &) const (defined in DataSet)DataSetprivate
calculate_Tukey_outliers(const type &=type(1.5)) constDataSet
calculate_used_negatives(const Index &) constDataSet
calculate_used_targets_mean() const (defined in DataSet)DataSet
calculate_used_variables_descriptives() constDataSet
calculate_used_variables_minimums() constDataSet
calculate_variables_descriptives() constDataSet
calculate_variables_means(const Tensor< Index, 1 > &) constDataSet
check_input_csv(const string &, const char &) constDataSet
check_separators(const string &) const (defined in DataSet)DataSet
check_special_characters(const string &) const (defined in DataSet)DataSet
columns (defined in DataSet)DataSetprivate
columns_missing_values_number (defined in DataSet)DataSetprivate
ColumnType enum nameDataSet
count_nan() const (defined in DataSet)DataSet
count_nan_columns() const (defined in DataSet)DataSet
count_rows_with_nan() const (defined in DataSet)DataSet
create_bounding_limits_kd_tree(const Index &) const (defined in DataSet)DataSetprivate
create_isolation_forest(const Index &, const Index &, const Index &) const (defined in DataSet)DataSetprivate
create_isolation_tree(const Tensor< Index, 1 > &, const Index &) const (defined in DataSet)DataSetprivate
create_kd_tree(Tensor< Tensor< type, 1 >, 1 > &, const Tensor< Tensor< Index, 1 >, 1 > &) const (defined in DataSet)DataSetprivate
dataDataSetprivate
data_file_nameDataSetprivate
data_file_preview (defined in DataSet)DataSetprivate
DataSet()DataSetexplicit
DataSet(const Tensor< type, 2 > &)DataSetexplicit
DataSet(const Index &, const Index &)DataSetexplicit
DataSet(const Index &, const Index &, const Index &)DataSetexplicit
DataSet(const string &, const char &, const bool &)DataSetexplicit
displayDataSetprivate
fill_time_series(const Index &) (defined in DataSet)DataSet
filter_data(const Tensor< type, 1 > &, const Tensor< type, 1 > &)DataSet
fix_repeated_names() (defined in DataSet)DataSet
from_XML(const tinyxml2::XMLDocument &) (defined in DataSet)DataSet
generate_constant_data(const Index &, const Index &, const type &)DataSet
generate_random_data(const Index &, const Index &)DataSet
generate_Rosenbrock_data(const Index &, const Index &)DataSet
generate_sequential_data(const Index &, const Index &)DataSet
generate_sum_data(const Index &, const Index &) (defined in DataSet)DataSet
get_batches(const Tensor< Index, 1 > &, const Index &, const bool &, const Index &buffer_size=100) constDataSet
get_column_data(const Index &) constDataSet
get_column_data(const Index &, const Tensor< Index, 1 > &) constDataSet
get_column_data(const Tensor< Index, 1 > &) const (defined in DataSet)DataSet
get_column_data(const string &) constDataSet
get_column_index(const string &) constDataSet
get_column_index(const Index &) constDataSet
get_column_type(const Index &index) const (defined in DataSet)DataSetinline
get_column_use(const Index &) constDataSet
get_columns() constDataSet
get_columns_names() constDataSet
get_columns_number() constDataSet
get_columns_scalers() const (defined in DataSet)DataSet
get_columns_uses() constDataSet
get_data() constDataSet
get_data_file_name() constDataSet
get_data_file_preview() const (defined in DataSet)DataSet
get_data_pointer() (defined in DataSet)DataSet
get_default_columns_names(const Index &) (defined in DataSet)DataSetstatic
get_display() constDataSet
get_gmt() constDataSet
get_has_rows_labels() const (defined in DataSet)DataSet
get_header_line() constDataSet
get_input_columns() constDataSet
get_input_columns_binary() constDataSet
get_input_columns_indices() constDataSet
get_input_columns_names() constDataSet
get_input_columns_number() constDataSet
get_input_data() constDataSet
get_input_data(const Tensor< Index, 1 > &) constDataSet
get_input_time_series_columns_indices() const (defined in DataSet)DataSet
get_input_time_series_columns_number() const (defined in DataSet)DataSet
get_input_variables_dimensions() constDataSet
get_input_variables_indices() constDataSet
get_input_variables_names() constDataSet
get_input_variables_number() constDataSet
get_input_variables_rank() const (defined in DataSet)DataSet
get_input_variables_scalers() const (defined in DataSet)DataSet
get_kd_tree_data() const (defined in DataSet)DataSetprivate
get_lags_number() constDataSet
get_missing_values_label() constDataSet
get_missing_values_method() constDataSet
get_rows_label() constDataSet
get_rows_label_tensor() const (defined in DataSet)DataSet
get_sample_data(const Index &) constDataSet
get_sample_data(const Index &, const Tensor< Index, 1 > &) constDataSet
get_sample_input_data(const Index &) constDataSet
get_sample_string(const Index &, const string &=",") constDataSet
get_sample_target_data(const Index &) constDataSet
get_sample_use(const Index &) constDataSet
get_samples_number() const (defined in DataSet)DataSetinline
get_samples_uses() constDataSet
get_samples_uses_numbers() constDataSet
get_samples_uses_percentages() constDataSet
get_scaling_unscaling_method(const string &)DataSetstatic
get_selection_data() constDataSet
get_selection_input_data() constDataSet
get_selection_rows_label_tensor() (defined in DataSet)DataSet
get_selection_samples_indices() constDataSet
get_selection_samples_number() constDataSet
get_selection_target_data() constDataSet
get_separator() constDataSet
get_separator_char() constDataSet
get_separator_string() constDataSet
get_steps_ahead() constDataSet
get_subtensor_data(const Tensor< Index, 1 > &, const Tensor< Index, 1 > &) const (defined in DataSet)DataSet
get_target_columns() constDataSet
get_target_columns_indices() constDataSet
get_target_columns_names() constDataSet
get_target_columns_number() constDataSet
get_target_data() constDataSet
get_target_data(const Tensor< Index, 1 > &) constDataSet
get_target_time_series_columns_indices() const (defined in DataSet)DataSet
get_target_time_series_columns_number() const (defined in DataSet)DataSet
get_target_variables_indices() constDataSet
get_target_variables_names() constDataSet
get_target_variables_number() constDataSet
get_target_variables_scalers() const (defined in DataSet)DataSet
get_testing_data() constDataSet
get_testing_input_data() constDataSet
get_testing_rows_label_tensor() (defined in DataSet)DataSet
get_testing_samples_indices() constDataSet
get_testing_samples_number() constDataSet
get_testing_target_data() constDataSet
get_time_column() constDataSet
get_time_columns_number() constDataSet
get_time_series_column_data(const Index &) constDataSet
get_time_series_columns() const (defined in DataSet)DataSet
get_time_series_columns_names() const (defined in DataSet)DataSet
get_time_series_columns_number() constDataSet
get_time_series_columns_number(const Index &) (defined in DataSet)DataSet
get_time_series_data() constDataSet
get_time_series_data_rows_number() const (defined in DataSet)DataSet
get_time_series_time_column_index() const (defined in DataSet)DataSet
get_time_series_variables_names() constDataSet
get_time_series_variables_number() constDataSet
get_training_data() constDataSet
get_training_input_data() constDataSet
get_training_samples_indices() constDataSet
get_training_samples_number() constDataSet
get_training_target_data() constDataSet
get_unused_columns_indices() constDataSet
get_unused_columns_number() constDataSet
get_unused_samples_indices() constDataSet
get_unused_samples_number() constDataSet
get_unused_variables_indices() constDataSet
get_unused_variables_number() constDataSet
get_used_columns() constDataSet
get_used_columns_indices() constDataSet
get_used_columns_names() constDataSet
get_used_columns_number() constDataSet
get_used_samples_indices() constDataSet
get_used_samples_number() constDataSet
get_used_variables_indices() constDataSet
get_used_variables_number() constDataSet
get_variable_data(const Index &) constDataSet
get_variable_data(const string &) constDataSet
get_variable_data(const Index &, const Tensor< Index, 1 > &) constDataSet
get_variable_data(const string &, const Tensor< Index, 1 > &) constDataSet
get_variable_index(const string &name) constDataSet
get_variable_indices(const Index &) constDataSet
get_variable_name(const Index &) constDataSet
get_variable_use(const Index &) constDataSet
get_variables_names() constDataSet
get_variables_number() constDataSet
get_variables_uses() constDataSet
gmt (defined in DataSet)DataSetprivate
has_binary_columns() const (defined in DataSet)DataSet
has_categorical_columns() const (defined in DataSet)DataSet
has_columns_namesDataSetprivate
has_nan() constDataSet
has_nan_row(const Index &) constDataSet
has_rows_labelsDataSetprivate
has_selection() const (defined in DataSet)DataSet
has_time_columns() const (defined in DataSet)DataSet
has_time_time_series_columns() const (defined in DataSet)DataSet
impute_missing_values_mean()DataSet
impute_missing_values_median()DataSet
impute_missing_values_unuse()DataSet
initialize_sequential(Tensor< Index, 1 > &, const Index &, const Index &, const Index &) const (defined in DataSet)DataSet
input_variables_dimensions (defined in DataSet)DataSetprivate
intialize_sequential(Tensor< type, 1 > &, const type &, const type &, const type &) const (defined in DataSet)DataSet
is_empty() constDataSet
is_sample_unused(const Index &) constDataSet
is_sample_used(const Index &) constDataSet
lags_numberDataSetprivate
load(const string &)DataSet
load_data_binary()DataSet
load_time_series_data_binary(const string &)DataSet
missing_values_labelDataSetprivate
missing_values_methodDataSetprivate
missing_values_numberDataSetprivate
MissingValuesMethod enum nameDataSet
print() constDataSet
print_columns() const (defined in DataSet)DataSet
print_columns_types() const (defined in DataSet)DataSet
print_columns_uses() const (defined in DataSet)DataSet
print_data() constDataSet
print_data_file_preview() const (defined in DataSet)DataSet
print_data_preview() constDataSet
print_input_target_columns_correlations() constDataSet
print_inputs_correlations() constDataSet
print_missing_values_information() constDataSet
print_top_input_target_columns_correlations() constDataSet
print_top_inputs_correlations() constDataSet
product_vector_vector (defined in DataSet)DataSetprivate
ProjectType enum nameDataSet
push_back(const Tensor< Index, 1 > &, const Index &) const (defined in DataSet)DataSet
push_back(const Tensor< string, 1 > &, const string &) const (defined in DataSet)DataSet
read_csv() (defined in DataSet)DataSet
read_csv_1() (defined in DataSet)DataSet
read_csv_2_complete() (defined in DataSet)DataSet
read_csv_2_simple() (defined in DataSet)DataSet
read_csv_3_complete() (defined in DataSet)DataSet
read_csv_3_simple() (defined in DataSet)DataSet
read_input_csv(const string &, const char &, const string &, const bool &, const bool &) constDataSet
rows_labels (defined in DataSet)DataSetprivate
rows_missing_values_number (defined in DataSet)DataSetprivate
samples_uses (defined in DataSet)DataSetprivate
SampleUse enum nameDataSet
save(const string &) constDataSet
save_data() constDataSet
save_data_binary(const string &) constDataSet
save_time_series_data_binary(const string &) constDataSet
scale_data() (defined in DataSet)DataSet
scale_input_variables()DataSet
scale_target_variables()DataSet
scrub_missing_values()DataSet
select_outliers_via_contamination(const Tensor< type, 1 > &, const type &=type(0.05), bool=true) const (defined in DataSet)DataSetprivate
select_outliers_via_standard_deviation(const Tensor< type, 1 > &, const type &=type(2.0), bool=true) const (defined in DataSet)DataSetprivate
Separator enum nameDataSet
separatorDataSetprivate
set()DataSet
set(const Tensor< type, 2 > &)DataSet
set(const Index &, const Index &)DataSet
set(const Index &, const Index &, const Index &)DataSet
set(const DataSet &)DataSet
set(const tinyxml2::XMLDocument &)DataSet
set(const string &)DataSet
set(const string &, const char &, const bool &) (defined in DataSet)DataSet
set_binary_simple_columns() (defined in DataSet)DataSet
set_column_name(const Index &, const string &)DataSet
set_column_type(const Index &, const ColumnType &) (defined in DataSet)DataSet
set_column_type(const string &, const ColumnType &) (defined in DataSet)DataSet
set_column_use(const Index &, const VariableUse &)DataSet
set_column_use(const string &, const VariableUse &)DataSet
set_columns(const Tensor< Column, 1 > &) (defined in DataSet)DataSet
set_columns_missing_values_number(const Tensor< Index, 1 > &) (defined in DataSet)DataSet
set_columns_missing_values_number() (defined in DataSet)DataSet
set_columns_names(const Tensor< string, 1 > &)DataSet
set_columns_number(const Index &)DataSet
set_columns_scalers(const Scaler &) (defined in DataSet)DataSet
set_columns_unused()DataSet
set_columns_uses(const Tensor< string, 1 > &)DataSet
set_columns_uses(const Tensor< VariableUse, 1 > &)DataSet
set_data(const Tensor< type, 2 > &)DataSet
set_data_binary_random()DataSet
set_data_constant(const type &)DataSet
set_data_file_name(const string &)DataSet
set_data_random()DataSet
set_default()DataSet
set_default_columns_names()DataSet
set_default_columns_scalers()DataSet
set_default_columns_uses()DataSet
set_display(const bool &)DataSet
set_gmt(Index &)DataSet
set_has_columns_names(const bool &)DataSet
set_has_rows_label(const bool &)DataSet
set_input()DataSet
set_input_columns(const Tensor< Index, 1 > &, const Tensor< bool, 1 > &) (defined in DataSet)DataSet
set_input_columns_unused()DataSet
set_input_target_columns(const Tensor< Index, 1 > &, const Tensor< Index, 1 > &) (defined in DataSet)DataSet
set_input_variables_dimensions(const Tensor< Index, 1 > &)DataSet
set_lags_number(const Index &)DataSet
set_missing_values_label(const string &)DataSet
set_missing_values_method(const MissingValuesMethod &)DataSet
set_missing_values_method(const string &) (defined in DataSet)DataSet
set_missing_values_number(const Index &) (defined in DataSet)DataSet
set_missing_values_number() (defined in DataSet)DataSet
set_rows_missing_values_number(const Index &) (defined in DataSet)DataSet
set_rows_missing_values_number() (defined in DataSet)DataSet
set_sample_use(const Index &, const SampleUse &)DataSet
set_sample_use(const Index &, const string &)DataSet
set_samples_number(const Index &)DataSet
set_samples_unused()DataSet
set_samples_unused(const Tensor< Index, 1 > &)DataSet
set_samples_uses(const Tensor< SampleUse, 1 > &)DataSet
set_samples_uses(const Tensor< string, 1 > &)DataSet
set_selection()DataSet
set_selection(const Tensor< Index, 1 > &)DataSet
set_separator(const Separator &)DataSet
set_separator(const string &)DataSet
set_separator(const char &)DataSet
set_steps_ahead_number(const Index &)DataSet
set_target()DataSet
set_testing()DataSet
set_testing(const Tensor< Index, 1 > &)DataSet
set_threads_number(const int &) (defined in DataSet)DataSet
set_time_column(const string &)DataSet
set_time_series_columns_number(const Index &) (defined in DataSet)DataSet
set_time_series_data(const Tensor< type, 2 > &) (defined in DataSet)DataSet
set_training()DataSet
set_training(const Tensor< Index, 1 > &)DataSet
set_variable_name(const Index &, const string &)DataSet
set_variables_names(const Tensor< string, 1 > &)DataSet
set_variables_unused()DataSet
shuffle() (defined in DataSet)DataSet
split_isolation_tree(Tensor< type, 2 > &, list< list< Index > > &, list< Index > &) const (defined in DataSet)DataSetprivate
split_samples(const Tensor< Index, 1 > &, const Index &) const (defined in DataSet)DataSet
split_samples_random(const type &training_ratio=static_cast< type >(0.6), const type &selection_ratio=static_cast< type >(0.2), const type &testing_ratio=static_cast< type >(0.2))DataSet
split_samples_sequential(const type &training_ratio=static_cast< type >(0.6), const type &selection_ratio=static_cast< type >(0.2), const type &testing_ratio=static_cast< type >(0.2))DataSet
steps_aheadDataSetprivate
thread_pool (defined in DataSet)DataSetprivate
thread_pool_device (defined in DataSet)DataSetprivate
time_columnDataSetprivate
time_series_columns (defined in DataSet)DataSetprivate
time_series_dataDataSetprivate
transform_binary_column(const Tensor< type, 1 > &) const (defined in DataSet)DataSet
transform_time_series()DataSet
transform_time_series_columns()DataSet
transform_time_series_data() (defined in DataSet)DataSet
unscale_data(const Tensor< Descriptives, 1 > &) (defined in DataSet)DataSet
unscale_input_variables(const Tensor< Descriptives, 1 > &)DataSet
unscale_target_variables(const Tensor< Descriptives, 1 > &)DataSet
unuse_constant_columns()DataSet
unuse_isolation_forest_outliers(const Index &=20, const type &=type(1.5)) (defined in DataSet)DataSet
unuse_local_outlier_factor_outliers(const Index &=20, const type &=type(1.5)) (defined in DataSet)DataSet
unuse_repeated_samples()DataSet
unuse_Tukey_outliers(const type &=type(1.5))DataSet
unuse_uncorrelated_columns(const type &=type(0.25))DataSet
VariableUse enum nameDataSet
write_XML(tinyxml2::XMLPrinter &) constDataSet
~DataSet()DataSetvirtual