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opennn::TextDataset Member List

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

active_sample_roles() const noexceptopennn::Datasetinlineprotected
cache_directoryopennn::Datasetprotected
calculate_input_target_correlation_values() constopennn::Datasetinlinevirtual
calculate_target_distribution() const overrideopennn::TextDatasetvirtual
calculate_used_feature_scaling(VariableRole) constopennn::Datasetvirtual
can_device_gather(const Batch &, const FeatureSelection &) constopennn::Dataset
check_separators(string_view) constopennn::Datasetprotected
clear_fold_split() noexceptopennn::Datasetinline
clear_training_scaling() noexceptopennn::Datasetinlinevirtual
Codification enum nameopennn::Dataset
codificationopennn::Datasetprotected
columns_from_JSON(const Json *)opennn::TextDatasetstatic
count_binary_targets(const string &sample_role) constopennn::Dataset
dataopennn::Datasetprotected
data_deviceopennn::Datasetprotected
data_file_previewopennn::Datasetprotected
data_pathopennn::Datasetprotected
Dataset()=defaultopennn::Datasetprotected
decoder_shapeopennn::Datasetprotected
device_data_columnsopennn::Datasetprotected
disable_device_residency()opennn::Datasetinline
displayopennn::Datasetprotected
enable_device_residency()opennn::Datasetvirtual
encode_text(span< const string > texts) constopennn::TextDataset
fill_batch(Batch &, const vector< Index > &sample_indices, const FeatureSelection &, FillMode) constopennn::Datasetvirtual
fill_batch_host(Batch &, const vector< Index > &sample_indices, const FeatureSelection &, FillMode) constopennn::Datasetprotected
fill_decoder(const vector< Index > &, const vector< Index > &, float *, FillMode, ColumnContiguity=ColumnContiguity::Unknown) const overrideopennn::TextDatasetvirtual
fill_inputs(const vector< Index > &, const vector< Index > &, float *, FillMode, ColumnContiguity=ColumnContiguity::Unknown) const overrideopennn::TextDatasetvirtual
fill_targets(const vector< Index > &, const vector< Index > &, float *, FillMode, ColumnContiguity=ColumnContiguity::Unknown) const overrideopennn::TextDatasetvirtual
filter_data(const VectorR &, const VectorR &)opennn::Dataset
fold_split_rolesopennn::Datasetprotected
for_each_record(const function< bool(Index, const Record &)> &) constopennn::TextDataset
from_JSON(const JsonDocument &) overrideopennn::TextDatasetvirtual
get_batches(const vector< Index > &, Index, Shuffle, vector< vector< Index > > &, optional< unsigned > shuffle_seed=nullopt) constopennn::Dataset
get_codification_string() constopennn::Dataset
get_columns() const noexceptopennn::TextDatasetinline
get_data() const noexceptopennn::Datasetinline
get_data_file_preview() const noexceptopennn::Datasetinline
get_data_path() const noexceptopennn::Datasetinline
get_device_data() constopennn::Datasetinline
get_device_data_columns() const noexceptopennn::Datasetinline
get_display() const noexceptopennn::Datasetinline
get_feature_indices() constopennn::Dataset
get_feature_indices(const Index) constopennn::Dataset
get_feature_indices(VariableRole) constopennn::Dataset
get_feature_indices(string_view role) constopennn::Datasetinline
get_feature_names() constopennn::Dataset
get_feature_names(VariableRole) constopennn::Dataset
get_feature_names(string_view role) constopennn::Datasetinline
get_feature_selection() constopennn::Dataset
get_features_number() constopennn::Dataset
get_features_number(VariableRole) constopennn::Dataset
get_features_number(string_view role) constopennn::Datasetinline
get_has_sample_ids() constopennn::Datasetinline
get_header_line() constopennn::Datasetinline
get_input_shape() const noexceptopennn::Datasetinline
get_model_input_variables() constopennn::Datasetinlinevirtual
get_options() const noexceptopennn::TextDatasetinline
get_sample_ids() constopennn::Datasetinline
get_sample_indices(SampleRole) constopennn::Dataset
get_sample_indices(string_view role) constopennn::Datasetinline
get_sample_roles() const noexceptopennn::Datasetinline
get_samples_number() const noexceptopennn::Datasetinlinevirtual
get_samples_number(SampleRole role_type) constopennn::Datasetinline
get_samples_number(string_view role) constopennn::Datasetinline
get_separator_name() constopennn::Dataset
get_separator_string() constopennn::Dataset
get_sequence_length(VariableRole role=VariableRole::Input) constopennn::TextDatasetinline
get_shape(VariableRole) constopennn::Dataset
get_shape(string_view role) constopennn::Datasetinline
get_storage_mode() const noexceptopennn::Datasetinline
get_storage_mode_string() constopennn::Dataset
get_target_shape() const noexceptopennn::Datasetinline
get_text_column_markers() constopennn::TextDataset
get_text_columns() constopennn::TextDataset
get_tokenizer(VariableRole=VariableRole::Input) const noexceptopennn::TextDataset
get_training_tokenizer() const overrideopennn::TextDatasetinlinevirtual
get_training_tokenizer(VariableRole role) const overrideopennn::TextDatasetinlinevirtual
get_used_feature_indices() constopennn::Dataset
get_used_sample_indices() constopennn::Dataset
get_used_samples_number() constopennn::Datasetinline
get_used_variables_indices() constopennn::Dataset
get_used_variables_number() constopennn::Dataset
get_variable_index(const string &) constopennn::Dataset
get_variable_index(const Index) constopennn::Dataset
get_variable_indices(VariableRole) constopennn::Dataset
get_variable_indices(string_view role) constopennn::Datasetinline
get_variable_names() constopennn::Dataset
get_variable_names(VariableRole) constopennn::Dataset
get_variable_names(string_view role) constopennn::Datasetinline
get_variable_type(const Index index) constopennn::Datasetinline
get_variables() const noexceptopennn::Datasetinline
get_variables(VariableRole) constopennn::Dataset
get_variables(string_view role) constopennn::Datasetinline
get_variables_number() const noexceptopennn::Datasetinline
get_variables_number(VariableRole) constopennn::Dataset
get_variables_number(string_view role) constopennn::Datasetinline
get_vocabulary(VariableRole=VariableRole::Input) const noexceptopennn::TextDataset
get_vocabulary_size(VariableRole role=VariableRole::Input) const noexceptopennn::TextDatasetinline
has_categorical_variables() constopennn::Datasetinline
has_headeropennn::Datasetprotected
has_nan() constopennn::Datasetinlinevirtual
has_sample_idsopennn::Datasetprotected
has_validation() constopennn::Datasetinline
input_shapeopennn::Datasetprotected
InputLayout enum nameopennn::TextDataset
invalidate_data()opennn::Datasetinlineprotected
is_device_resident() const noexceptopennn::Datasetinline
is_empty() const noexceptopennn::Datasetinline
load(const filesystem::path &)opennn::Dataset
missing_values_from_JSON(const Json *)opennn::Datasetinlineprotectedvirtual
on_used_samples_changed()opennn::Datasetinlineprotectedvirtual
prepare_training_scaling(VariableRole, const FeatureScaling &, Index)opennn::Datasetvirtual
preview_data_from_JSON(const Json *)opennn::Datasetprotected
preview_data_to_JSON(JsonWriter &) constopennn::Datasetprotected
read_data_file_preview(const vector< string_view > &, char, bool has_quotes=false)opennn::Datasetprotected
read_json_blocks(const Json *)opennn::Datasetprotected
read_records() constopennn::TextDataset
read_txt(const filesystem::path &)opennn::TextDataset
record_memory(const string &stage) constopennn::Dataset
requests_device_residency() const noexceptopennn::Datasetinline
require_in_memory_data(string_view what) constopennn::Datasetinlineprotected
resize_data_from_JSON(Index)opennn::Datasetinlineprotectedvirtual
resize_input_shape(Index input_features_count)opennn::Datasetinlinevirtual
sample_idsopennn::Datasetprotected
sample_order_matters() const noexceptopennn::Datasetinlinevirtual
sample_rolesopennn::Datasetprotected
samples_from_JSON(const Json *)opennn::Datasetprotected
samples_to_JSON(JsonWriter &) constopennn::Datasetprotected
save(const filesystem::path &) constopennn::Dataset
scrub_missing_values()opennn::Datasetinlinevirtual
Separator enum nameopennn::Dataset
separatoropennn::Datasetprotected
set_cache_directory(const filesystem::path &new_cache_directory)opennn::Datasetinline
set_codification(const Codification &new_codification)opennn::Datasetinline
set_codification(const string &)opennn::Dataset
set_columns(vector< Column >)opennn::TextDataset
set_data(const MatrixR &)opennn::Dataset
set_data(MatrixR &&)opennn::Dataset
set_data_constant(float new_value)opennn::Datasetinline
set_data_path(const filesystem::path &new_data_path)opennn::Datasetinlinevirtual
set_default_variable_names()opennn::Dataset
set_default_variable_roles()opennn::Dataset
set_display(bool new_display)opennn::Datasetinline
set_fold_split(const vector< Index > &training, const vector< Index > &validation)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(Index, SampleRole)opennn::Dataset
set_sample_role(Index index, string_view role)opennn::Datasetinline
set_sample_roles(SampleRole)opennn::Dataset
set_sample_roles(string_view role)opennn::Datasetinline
set_sample_roles(const vector< string > &)opennn::Dataset
set_sample_roles(const vector< Index > &, SampleRole)opennn::Dataset
set_sample_roles(const vector< Index > &indices, string_view role)opennn::Datasetinline
set_separator(const Separator &new_separator)opennn::Datasetinline
set_separator_name(const string &)opennn::Dataset
set_separator_string(const string &)opennn::Dataset
set_shape(VariableRole, const Shape &)opennn::Dataset
set_shape(string_view role, const Shape &shape)opennn::Datasetinline
set_storage_mode(StorageMode) overrideopennn::TextDatasetvirtual
set_storage_mode(const string &)opennn::TextDatasetvirtual
set_tokenizer(unique_ptr< TokenizerOperator >, VariableRole=VariableRole::Input)opennn::TextDataset
set_variable_indices(const vector< Index > &, const vector< Index > &)opennn::Dataset
set_variable_names(const vector< string > &)opennn::Dataset
set_variable_role(Index, VariableRole)opennn::Dataset
set_variable_role(Index index, string_view role)opennn::Datasetinline
set_variable_role(const string &, VariableRole)opennn::Dataset
set_variable_role(const string &name, string_view role)opennn::Datasetinline
set_variable_roles(const vector< string > &)opennn::Dataset
set_variable_roles(VariableRole)opennn::Dataset
set_variable_roles(string_view role)opennn::Datasetinline
set_variables_number(const Index new_size)opennn::Datasetinline
split_line(string_view line, bool with_id=true) constopennn::TextDataset
split_samples(const float training_ratio=0.6f, float validation_ratio=0.2f, float testing_ratio=0.2f, bool shuffle=true)opennn::Dataset
split_samples_random(const float training_ratio=0.6f, float validation_ratio=0.2f, float testing_ratio=0.2f)opennn::Dataset
split_samples_sequential(const float training_ratio=0.6f, float validation_ratio=0.2f, float testing_ratio=0.2f)opennn::Dataset
start_device_gather(Batch &, const vector< Index > &sample_indices, const FeatureSelection &) constopennn::Datasetprotected
storage_modeopennn::Datasetprotected
StorageMode enum nameopennn::Dataset
supports_bf16_inputs() const overrideopennn::TextDatasetinlinevirtual
target_shapeopennn::Datasetprotected
Task enum nameopennn::TextDataset
TextDataset()opennn::TextDataset
TextDataset(Options)opennn::TextDatasetexplicit
to_JSON(JsonWriter &) const overrideopennn::TextDatasetvirtual
upload_device_matrix(const MatrixR &)opennn::Datasetprotected
upload_device_samples()opennn::Datasetprotected
uses_device_residency() const noexceptopennn::Datasetinline
variablesopennn::Datasetprotected
variables_from_JSON(const Json *)opennn::Datasetprotected
variables_to_JSON(JsonWriter &) constopennn::Datasetprotected
write_json_footer(JsonWriter &) constopennn::Datasetprotected
write_json_header(JsonWriter &, initializer_list< pair< const char *, Json > >) constopennn::Datasetprotected
~Dataset()=defaultopennn::Datasetvirtual