OpenNN
Open-source neural networks library
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opennn::Dataset Member List

This is the complete list of members for opennn::Dataset, including all inherited members.

augment_inputs(float *buffer, Index batch_size) constopennn::Datasetinlinevirtual
calculate_correlations_rank() constopennn::Dataset
calculate_feature_descriptives() constopennn::Dataset
calculate_feature_descriptives(const string &role_name) constopennn::Dataset
calculate_input_target_variable_correlations(Correlation(*correlation_function)(const MatrixR &, const MatrixR &), const string &samples_role) constopennn::Dataset
calculate_input_target_variable_pearson_correlations() constopennn::Dataset
calculate_input_target_variable_spearman_correlations() constopennn::Dataset
calculate_input_variable_correlations(Correlation(*correlation_function)(const MatrixR &, const MatrixR &), Correlation::Method method, const string &samples_role) constopennn::Dataset
calculate_input_variable_pearson_correlations() constopennn::Dataset
calculate_input_variable_spearman_correlations() constopennn::Dataset
calculate_missing_values_statistics()opennn::Dataset
calculate_target_distribution() constopennn::Dataset
calculate_Tukey_outliers(const float tukey_factor=1.5f, bool replace=false)opennn::Dataset
calculate_variable_descriptives_categories(const Index variable_index) constopennn::Dataset
calculate_variable_descriptives_negative_samples() constopennn::Dataset
calculate_variable_descriptives_positive_samples() constopennn::Dataset
calculate_variable_distributions(const Index bins_number=10) constopennn::Dataset
calculate_variables_box_plots() constopennn::Dataset
Codification enum nameopennn::Dataset
codificationopennn::Datasetprotected
count_nan() constopennn::Dataset
count_nans_per_variable() constopennn::Dataset
count_rows_with_nan() constopennn::Dataset
count_variables_with_nan() constopennn::Dataset
dataopennn::Datasetprotected
data_file_previewopennn::Datasetprotected
data_pathopennn::Datasetprotected
Dataset(const Index samples_number=0, const Shape &input_shape={0}, const Shape &target_shape={0})opennn::Dataset
Dataset(const filesystem::path &data_path, const string &separator, bool has_header=true, bool has_ids=false, const Codification &codification=Codification::UTF8)opennn::Dataset
decoder_shapeopennn::Datasetprotected
displayopennn::Datasetprotected
fill_decoder(const vector< Index > &sample_indices, const vector< Index > &feature_indices, float *buffer, bool transpose=true, int contiguous=-1) constopennn::Datasetvirtual
fill_inputs(const vector< Index > &sample_indices, const vector< Index > &feature_indices, float *buffer, bool transpose=true, int contiguous=-1) constopennn::Datasetvirtual
fill_targets(const vector< Index > &sample_indices, const vector< Index > &feature_indices, float *buffer, bool transpose=true, int contiguous=-1) constopennn::Datasetvirtual
from_JSON(const JsonDocument &document)opennn::Datasetvirtual
get_batches(const vector< Index > &sample_indices, Index batch_size, bool shuffle, vector< vector< Index > > &batches) constopennn::Datasetvirtual
get_codification() constopennn::Datasetinline
get_codification_string() constopennn::Dataset
get_data() constopennn::Datasetinline
get_data(const string &sample_role, const string &variable_role) constopennn::Dataset
get_data_file_preview() constopennn::Datasetinline
get_data_from_indices(const vector< Index > &sample_indices, const vector< Index > &variable_indices) constopennn::Dataset
get_data_path() constopennn::Datasetinline
get_display() constopennn::Datasetinline
get_feature_data(const string &role_name) constopennn::Dataset
get_feature_dimensions() constopennn::Dataset
get_feature_indices() constopennn::Dataset
get_feature_indices(const Index variable_index) constopennn::Dataset
get_feature_indices(const string &role_name) constopennn::Dataset
get_feature_names() constopennn::Dataset
get_feature_names(const string &role_name) constopennn::Dataset
get_feature_scalers(const string &role_name) constopennn::Dataset
get_features_number() constopennn::Dataset
get_features_number(const string &role_name) constopennn::Dataset
get_input_shape() constopennn::Datasetinline
get_missing_values_label() constopennn::Datasetinline
get_missing_values_method() constopennn::Datasetinline
get_missing_values_method_string() constopennn::Dataset
get_missing_values_number() constopennn::Datasetinline
get_sample_data(const Index sample_index) constopennn::Dataset
get_sample_indices(const string &role_name) constopennn::Dataset
get_sample_role_numbers() constopennn::Dataset
get_sample_roles() constopennn::Datasetinline
get_sample_roles_vector() constopennn::Dataset
get_samples_number() constopennn::Datasetinline
get_samples_number(const string &role_name) constopennn::Dataset
get_separator() constopennn::Datasetinline
get_separator_name() constopennn::Dataset
get_separator_string() constopennn::Dataset
get_shape(const string &role_name) constopennn::Dataset
get_target_shape() constopennn::Datasetinline
get_used_feature_indices() constopennn::Dataset
get_used_features_number() constopennn::Dataset
get_used_sample_indices() constopennn::Dataset
get_used_samples_number() constopennn::Dataset
get_used_variables_indices() constopennn::Dataset
get_used_variables_number() constopennn::Dataset
get_variable_data(const Index variable_index) constopennn::Dataset
get_variable_data(const Index variable_index, const vector< Index > &sample_indices) constopennn::Dataset
get_variable_data(const string &variable_name) constopennn::Dataset
get_variable_index(const string &name) constopennn::Dataset
get_variable_index(const Index id) constopennn::Dataset
get_variable_indices(const string &role_name) constopennn::Dataset
get_variable_names() constopennn::Dataset
get_variable_names(const string &role_name) constopennn::Dataset
get_variable_type(const Index index) constopennn::Datasetinline
get_variable_types(const vector< Index > indices) constopennn::Dataset
get_variables() constopennn::Datasetinline
get_variables(const string &role_name) constopennn::Dataset
get_variables_number() constopennn::Datasetinline
get_variables_number(const string &role_name) constopennn::Dataset
gmtopennn::Datasetprotected
has_binary_or_categorical_variables() constopennn::Dataset
has_binary_variables() constopennn::Dataset
has_categorical_variables() constopennn::Dataset
has_headeropennn::Datasetprotected
has_missing_values(const vector< string > &labels) constopennn::Dataset
has_nan() constopennn::Dataset
has_nan_row(const Index row_index) constopennn::Dataset
has_sample_idsopennn::Datasetprotected
has_time_variable() constopennn::Dataset
has_validation() constopennn::Dataset
impute_missing_values_interpolate()opennn::Datasetvirtual
impute_missing_values_statistic(const MissingValuesMethod &method)opennn::Dataset
impute_missing_values_unuse()opennn::Datasetvirtual
infer_dataset_date_format(const vector< Variable > &variables, const vector< vector< string > > &data_file_preview, bool has_header, const string &missing_values_label)opennn::Dataset
input_shapeopennn::Datasetprotected
is_empty() constopennn::Datasetinline
is_sample_used(const Index i) constopennn::Datasetinline
load(const filesystem::path &file_name)opennn::Dataset
load_data_binary()opennn::Dataset
missing_values_from_JSON(const Json *)opennn::Datasetprotected
missing_values_labelopennn::Datasetprotected
missing_values_methodopennn::Datasetprotected
missing_values_numberopennn::Datasetprotected
missing_values_to_JSON(JsonWriter &) constopennn::Datasetprotected
MissingValuesMethod enum nameopennn::Dataset
negative_wordsopennn::Datasetprotected
positive_wordsopennn::Datasetprotected
preview_data_from_JSON(const Json *)opennn::Datasetprotected
preview_data_to_JSON(JsonWriter &) constopennn::Datasetprotected
read_csv()opennn::Datasetvirtual
replace_Tukey_outliers_with_NaN(const float tukey_factor=1.5f)opennn::Dataset
rows_missing_values_numberopennn::Datasetprotected
sample_idsopennn::Datasetprotected
sample_rolesopennn::Datasetprotected
samples_from_JSON(const Json *)opennn::Datasetprotected
samples_to_JSON(JsonWriter &) constopennn::Datasetprotected
save(const filesystem::path &file_name) constopennn::Dataset
save_data() constopennn::Dataset
save_data_binary(const filesystem::path &file_name) constopennn::Dataset
scale_data()opennn::Dataset
scale_features(const string &role_name)opennn::Datasetvirtual
scrub_missing_values()opennn::Dataset
Separator enum nameopennn::Dataset
separatoropennn::Datasetprotected
set(const Index samples_number=0, const Shape &input_shape={}, const Shape &target_shape={})opennn::Dataset
set(const filesystem::path &data_path, const string &separator, bool has_header=true, bool has_ids=false, const Dataset::Codification &codification=Codification::UTF8)opennn::Dataset
set(const filesystem::path &file_name)opennn::Dataset
set_binary_variables()opennn::Dataset
set_codification(const Codification &new_codification)opennn::Datasetinline
set_codification(const string &new_codification)opennn::Dataset
set_data(const MatrixR &new_data)opennn::Dataset
set_data_binary_classification()opennn::Dataset
set_data_constant(const float value)opennn::Dataset
set_data_integer(const Index vocabulary_size)opennn::Datasetvirtual
set_data_path(const filesystem::path &new_data_path)opennn::Datasetinline
set_data_random()opennn::Datasetvirtual
set_data_rosenbrock()opennn::Dataset
set_default()opennn::Dataset
set_default_variable_names()opennn::Dataset
set_default_variable_roles()opennn::Datasetprotected
set_default_variable_roles_forecasting()opennn::Datasetprotected
set_default_variable_scalers()opennn::Dataset
set_display(bool new_display)opennn::Datasetinline
set_feature_names(const vector< string > &new_feature_names)opennn::Dataset
set_gmt(const Index new_gmt)opennn::Datasetinline
set_has_header(bool new_has_header)opennn::Datasetinline
set_has_ids(bool new_has_ids)opennn::Datasetinline
set_input_variables_unused()opennn::Dataset
set_missing_values_label(string label)opennn::Datasetinline
set_missing_values_method(const MissingValuesMethod &method)opennn::Datasetinline
set_missing_values_method(const string &method_name)opennn::Dataset
set_sample_role(const Index sample_index, const string &role_name)opennn::Dataset
set_sample_roles(const string &role_name)opennn::Dataset
set_sample_roles(const vector< string > &role_names)opennn::Dataset
set_sample_roles(const vector< Index > &sample_indices, const string &role_name)opennn::Dataset
set_separator(const Separator &new_separator)opennn::Datasetinline
set_separator_name(const string &new_separator_name)opennn::Dataset
set_separator_string(const string &new_separator_string)opennn::Dataset
set_shape(const string &role_name, const Shape &new_shape)opennn::Dataset
set_variable_indices(const vector< Index > &input_indices, const vector< Index > &target_indices)opennn::Dataset
set_variable_names(const vector< string > &new_variable_names)opennn::Dataset
set_variable_role(const Index variable_index, const string &role_name)opennn::Dataset
set_variable_role(const string &variable_name, const string &role_name)opennn::Dataset
set_variable_roles(const vector< string > &role_names)opennn::Datasetvirtual
set_variable_roles(const string &role_name)opennn::Dataset
set_variable_scalers(const string &scaler_name)opennn::Dataset
set_variable_scalers(const vector< string > &scaler_names)opennn::Dataset
set_variable_type(const Index variable_index, const VariableType &type)opennn::Dataset
set_variable_type(const string &variable_name, const VariableType &type)opennn::Dataset
set_variable_types(const VariableType &type)opennn::Dataset
set_variables(const vector< Variable > &new_variables)opennn::Datasetinline
set_variables(const string &description)opennn::Dataset
set_variables_number(const Index new_size)opennn::Datasetinline
split_samples(const float training_ratio=0.6f, float selection_ratio=0.2f, float testing_ratio=0.2f, bool shuffle=true)opennn::Dataset
split_samples(const vector< Index > &indices, Index parts_number) constopennn::Dataset
split_samples_random(const float training_ratio=0.6f, float selection_ratio=0.2f, float testing_ratio=0.2f)opennn::Dataset
split_samples_sequential(const float training_ratio=0.6f, float selection_ratio=0.2f, float testing_ratio=0.2f)opennn::Dataset
target_shapeopennn::Datasetprotected
to_JSON(JsonWriter &writer) constopennn::Datasetvirtual
unscale_features(const string &role_name, const vector< Descriptives > &feature_descriptives)opennn::Dataset
unuse_collinear_variables(const float maximum_correlation=0.95f)opennn::Dataset
unuse_Tukey_outliers(const float tukey_factor=1.5f)opennn::Dataset
unuse_uncorrelated_variables(const float minimum_correlation=0.25f)opennn::Dataset
variablesopennn::Datasetprotected
variables_from_JSON(const Json *)opennn::Datasetprotected
variables_missing_values_numberopennn::Datasetprotected
variables_to_JSON(JsonWriter &) constopennn::Datasetprotected