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

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

apply_scaler(Index, const string &, const Descriptives &, bool)opennn::TabularDatasetprotected
augment_inputs(float *, Index) constopennn::Datasetinlinevirtual
calculate_autocorrelations(const Index=10) constopennn::TimeSeriesDataset
calculate_correlations_rank() const overrideopennn::TabularDatasetvirtual
calculate_cross_correlations(const Index=10) constopennn::TimeSeriesDataset
calculate_cross_correlations_spearman(const Index=10) constopennn::TimeSeriesDataset
calculate_feature_descriptives() constopennn::TabularDataset
calculate_feature_descriptives(const string &) const overrideopennn::TabularDatasetvirtual
calculate_input_target_variable_correlations(Correlation(*)(const MatrixR &, const MatrixR &), const string &) constopennn::TabularDataset
calculate_input_target_variable_pearson_correlations() const overrideopennn::TabularDatasetvirtual
calculate_input_target_variable_spearman_correlations() constopennn::TabularDataset
calculate_input_variable_correlations(Correlation(*)(const MatrixR &, const MatrixR &), Correlation::Method, const string &) constopennn::TabularDataset
calculate_input_variable_pearson_correlations() constopennn::TabularDataset
calculate_input_variable_spearman_correlations() constopennn::TabularDataset
calculate_missing_values_statistics()opennn::TabularDataset
calculate_target_distribution() const overrideopennn::TabularDatasetvirtual
calculate_Tukey_outliers(const float=1.5f, bool=false)opennn::TabularDataset
calculate_variable_descriptives_categories(const Index) constopennn::TabularDataset
calculate_variable_descriptives_negative_samples() constopennn::TabularDataset
calculate_variable_descriptives_positive_samples() constopennn::TabularDataset
calculate_variable_distributions(const Index=10) constopennn::TabularDataset
calculate_variables_box_plots() constopennn::TabularDataset
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_gaps()opennn::TimeSeriesDataset
fill_inputs(const vector< Index > &, const vector< Index > &, float *, bool is_training, bool parallelize=true, int contiguous=-1) const overrideopennn::TimeSeriesDatasetvirtual
fill_targets(const vector< Index > &, const vector< Index > &, float *, bool is_training, bool parallelize=true, int contiguous=-1) const overrideopennn::TimeSeriesDatasetvirtual
filter_used_samples_by_column(Index, bool) constopennn::TabularDatasetprotected
from_JSON(const JsonDocument &) overrideopennn::TimeSeriesDatasetvirtual
get_batches(const vector< Index > &, Index, bool, vector< vector< Index > > &) constopennn::Datasetvirtual
get_codification() constopennn::Datasetinline
get_codification_string() constopennn::Dataset
get_data(const string &sample_role, const string &feature_role) constopennn::TimeSeriesDataset
opennn::TabularDataset::get_data() constopennn::Datasetinline
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_feature_scalers(const string &) constopennn::TabularDataset
get_features_number() constopennn::Dataset
get_features_number(const string &) constopennn::Dataset
get_future_time_steps() constopennn::TimeSeriesDataset
get_input_shape() constopennn::Datasetinline
get_missing_values_label() constopennn::TabularDatasetinline
get_missing_values_method() constopennn::TabularDatasetinline
get_missing_values_method_string() constopennn::TabularDataset
get_missing_values_number() constopennn::TabularDatasetinline
get_multi_target() constopennn::TimeSeriesDataset
get_past_time_steps() constopennn::TimeSeriesDataset
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_time_variable_index() constopennn::TimeSeriesDataset
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
gmtopennn::TabularDatasetprotected
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_view > &) constopennn::TabularDataset
has_nan() constopennn::Dataset
has_nan_row(const Index) constopennn::Dataset
has_sample_idsopennn::Datasetprotected
has_time_variable() constopennn::Dataset
has_validation() constopennn::Dataset
impute_missing_values_interpolate() overrideopennn::TimeSeriesDatasetvirtual
impute_missing_values_statistic(const MissingValuesMethod &)opennn::TabularDataset
impute_missing_values_unuse() overrideopennn::TimeSeriesDatasetvirtual
infer_column_types(const vector< vector< string_view > > &)opennn::TabularDatasetprotected
infer_dataset_date_format(const vector< Variable > &, const vector< vector< string_view > > &, bool, const string &)opennn::TabularDataset
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
missing_values_from_JSON(const Json *)opennn::TabularDatasetprotected
missing_values_labelopennn::TabularDatasetprotected
missing_values_methodopennn::TabularDatasetprotected
missing_values_numberopennn::TabularDatasetprotected
missing_values_to_JSON(JsonWriter &) constopennn::TabularDatasetprotected
MissingValuesMethod enum nameopennn::TabularDataset
negative_wordsopennn::Datasetprotected
positive_wordsopennn::Datasetprotected
preview_data_from_JSON(const Json *)opennn::Datasetprotected
preview_data_to_JSON(JsonWriter &) constopennn::Datasetprotected
read_csv()opennn::TimeSeriesDataset
read_data_file_preview(const vector< vector< string_view > > &)opennn::Datasetprotected
replace_Tukey_outliers_with_NaN(const float=1.5f)opennn::TabularDataset
resize_input_shape(Index) overrideopennn::TimeSeriesDatasetvirtual
rows_missing_values_numberopennn::TabularDatasetprotected
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_data()opennn::TabularDataset
scale_features(const string &) overrideopennn::TabularDatasetvirtual
scrub_missing_values() overrideopennn::TabularDatasetvirtual
Separator enum nameopennn::Dataset
separatoropennn::Datasetprotected
set(const filesystem::path &, const string &, bool=true, bool=false, const Codification &=Codification::UTF8)opennn::TabularDataset
set(const filesystem::path &)opennn::TabularDataset
set(const Index=0, const Shape &={}, const Shape &={})opennn::TabularDataset
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_binary_classification()opennn::TabularDataset
set_data_constant(const float)opennn::Dataset
set_data_integer(const Index vocabulary_size) overrideopennn::TabularDatasetvirtual
set_data_path(const filesystem::path &new_data_path)opennn::Datasetinline
set_data_random() overrideopennn::TabularDatasetvirtual
set_data_rosenbrock()opennn::TabularDataset
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::TabularDataset
set_display(bool new_display)opennn::Datasetinline
set_feature_names(const vector< string > &)opennn::Dataset
set_future_time_steps(const Index)opennn::TimeSeriesDataset
set_gmt(const Index new_gmt)opennn::TabularDatasetinline
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::TabularDatasetinline
set_missing_values_method(const MissingValuesMethod &method)opennn::TabularDatasetinline
set_missing_values_method(const string &)opennn::TabularDataset
set_multi_target(const bool)opennn::TimeSeriesDataset
set_past_time_steps(const Index)opennn::TimeSeriesDataset
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_time_variable_index(const Index)opennn::TimeSeriesDataset
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_scalers(const string &)opennn::TabularDataset
set_variable_scalers(const vector< string > &)opennn::TabularDataset
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
TabularDataset(const Index=0, const Shape &={0}, const Shape &={0})opennn::TabularDataset
TabularDataset(const filesystem::path &, const string &, bool=true, bool=false, const Codification &=Codification::UTF8)opennn::TabularDataset
target_shapeopennn::Datasetprotected
TimeSeriesDataset(const Index=0, const Shape &={}, const Shape &={})opennn::TimeSeriesDataset
TimeSeriesDataset(const filesystem::path &, const string &, bool=true, bool=false, const Codification &=Codification::UTF8)opennn::TimeSeriesDataset
to_JSON(JsonWriter &) const overrideopennn::TimeSeriesDatasetvirtual
unscale_features(const string &, const vector< Descriptives > &) overrideopennn::TabularDatasetvirtual
unuse_collinear_variables(const float=0.95f)opennn::TabularDataset
unuse_Tukey_outliers(const float=1.5f)opennn::TabularDataset
unuse_uncorrelated_variables(const float=0.25f)opennn::TabularDataset
variablesopennn::Datasetprotected
variables_from_JSON(const Json *)opennn::Datasetprotected
variables_missing_values_numberopennn::TabularDatasetprotected
variables_to_JSON(JsonWriter &) constopennn::Datasetprotected
~Dataset()=defaultopennn::Datasetvirtual