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 *, Index) constopennn::Datasetinlinevirtual
calculate_correlations_rank() constopennn::Datasetinlinevirtual
calculate_feature_descriptives(const string &) constopennn::Datasetinlinevirtual
calculate_input_target_variable_pearson_correlations() constopennn::Datasetinlinevirtual
calculate_target_distribution() constopennn::Datasetinlinevirtual
check_separators(string_view) constopennn::Datasetprotected
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()=defaultopennn::Datasetprotected
decoder_shapeopennn::Datasetprotected
displayopennn::Datasetprotected
fill_decoder(const vector< Index > &, const vector< Index > &, float *, bool is_training, bool parallelize=true, int contiguous=-1) constopennn::Datasetvirtual
fill_inputs(const vector< Index > &, const vector< Index > &, float *, bool is_training, bool parallelize=true, int contiguous=-1) constopennn::Datasetvirtual
fill_targets(const vector< Index > &, const vector< Index > &, float *, bool is_training, bool parallelize=true, int contiguous=-1) constopennn::Datasetvirtual
from_JSON(const JsonDocument &)=0opennn::Datasetpure virtual
get_batches(const vector< Index > &, Index, bool, vector< vector< Index > > &) constopennn::Datasetvirtual
get_codification() constopennn::Datasetinline
get_codification_string() constopennn::Dataset
get_data() constopennn::Datasetinline
get_data(const string &, const string &) constopennn::Dataset
get_data_file_preview() constopennn::Datasetinline
get_data_from_indices(const vector< Index > &, const vector< Index > &) constopennn::Dataset
get_data_path() constopennn::Datasetinline
get_display() constopennn::Datasetinline
get_feature_data(const string &) constopennn::Dataset
get_feature_dimensions() constopennn::Dataset
get_feature_indices() constopennn::Dataset
get_feature_indices(const Index) constopennn::Dataset
get_feature_indices(const string &) constopennn::Dataset
get_feature_names() constopennn::Dataset
get_feature_names(const string &) constopennn::Dataset
get_features_number() constopennn::Dataset
get_features_number(const string &) constopennn::Dataset
get_input_shape() constopennn::Datasetinline
get_sample_data(const Index) constopennn::Dataset
get_sample_indices(const string &) constopennn::Dataset
get_sample_role_numbers() constopennn::Dataset
get_sample_roles() constopennn::Datasetinline
get_sample_roles_vector() constopennn::Dataset
get_samples_number() constopennn::Datasetinlinevirtual
get_samples_number(const string &) constopennn::Dataset
get_separator() constopennn::Datasetinline
get_separator_name() constopennn::Dataset
get_separator_string() constopennn::Dataset
get_shape(const string &) 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) constopennn::Dataset
get_variable_data(const Index, const vector< Index > &) constopennn::Dataset
get_variable_data(const string &) constopennn::Dataset
get_variable_index(const string &) constopennn::Dataset
get_variable_index(const Index) constopennn::Dataset
get_variable_indices(const string &) constopennn::Dataset
get_variable_names() constopennn::Dataset
get_variable_names(const string &) 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 &) constopennn::Dataset
get_variables_number() constopennn::Datasetinline
get_variables_number(const string &) constopennn::Dataset
has_binary_or_categorical_variables() constopennn::Dataset
has_binary_variables() constopennn::Dataset
has_categorical_variables() constopennn::Dataset
has_headeropennn::Datasetprotected
has_nan() constopennn::Dataset
has_nan_row(const Index) constopennn::Dataset
has_sample_idsopennn::Datasetprotected
has_time_variable() constopennn::Dataset
has_validation() constopennn::Dataset
infer_variable_types_from_data()opennn::Datasetprotected
input_shapeopennn::Datasetprotected
is_empty() constopennn::Datasetinlinevirtual
is_sample_used(const Index i) constopennn::Datasetinline
load(const filesystem::path &)opennn::Dataset
load_data_binary()opennn::Dataset
negative_wordsopennn::Datasetprotected
positive_wordsopennn::Datasetprotected
preview_data_from_JSON(const Json *)opennn::Datasetprotected
preview_data_to_JSON(JsonWriter &) constopennn::Datasetprotected
read_data_file_preview(const vector< vector< string_view > > &)opennn::Datasetprotected
resize_input_shape(Index input_features_count)opennn::Datasetinlinevirtual
sample_idsopennn::Datasetprotected
sample_rolesopennn::Datasetprotected
samples_from_JSON(const Json *)opennn::Datasetprotected
samples_to_JSON(JsonWriter &) constopennn::Datasetprotected
save(const filesystem::path &) constopennn::Dataset
save_data() constopennn::Dataset
save_data_binary(const filesystem::path &) constopennn::Dataset
scale_features(const string &)opennn::Datasetinlinevirtual
scrub_missing_values()opennn::Datasetinlinevirtual
Separator enum nameopennn::Dataset
separatoropennn::Datasetprotected
set(const Index=0, const Shape &={}, const Shape &={})opennn::Dataset
set_binary_variables()opennn::Dataset
set_codification(const Codification &new_codification)opennn::Datasetinline
set_codification(const string &)opennn::Dataset
set_data(const MatrixR &)opennn::Dataset
set_data_constant(const float)opennn::Dataset
set_data_integer(const Index)opennn::Datasetinlinevirtual
set_data_path(const filesystem::path &new_data_path)opennn::Datasetinline
set_data_random()opennn::Datasetinlinevirtual
set_default()opennn::Dataset
set_default_variable_names()opennn::Dataset
set_default_variable_roles()opennn::Datasetprotected
set_default_variable_roles_forecasting()opennn::Datasetprotected
set_display(bool new_display)opennn::Datasetinline
set_feature_names(const vector< string > &)opennn::Dataset
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_sample_role(const Index, const string &)opennn::Dataset
set_sample_roles(const string &)opennn::Dataset
set_sample_roles(const vector< string > &)opennn::Dataset
set_sample_roles(const vector< Index > &, const string &)opennn::Dataset
set_separator(const Separator &new_separator)opennn::Datasetinline
set_separator_name(const string &)opennn::Dataset
set_separator_string(const string &)opennn::Dataset
set_shape(const string &, const Shape &)opennn::Dataset
set_variable_indices(const vector< Index > &, const vector< Index > &)opennn::Dataset
set_variable_names(const vector< string > &)opennn::Dataset
set_variable_role(const Index, const string &)opennn::Dataset
set_variable_role(const string &, const string &)opennn::Dataset
set_variable_roles(const vector< string > &)opennn::Dataset
set_variable_roles(const string &)opennn::Dataset
set_variable_type(const Index, const VariableType &)opennn::Dataset
set_variable_type(const string &, const VariableType &)opennn::Dataset
set_variable_types(const VariableType &)opennn::Dataset
set_variables(const vector< Variable > &new_variables)opennn::Datasetinline
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 > &, Index) 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 &) constopennn::Datasetinlinevirtual
unscale_features(const string &, const vector< Descriptives > &)opennn::Datasetinlinevirtual
variablesopennn::Datasetprotected
variables_from_JSON(const Json *)opennn::Datasetprotected
variables_to_JSON(JsonWriter &) constopennn::Datasetprotected
~Dataset()=defaultopennn::Datasetvirtual