Index

A

acceptable_symbols() (nlpstack.common.automaton.DFAState method) accepts() (nlpstack.common.automaton.DFA method) add_positional_features() (in module nlpstack.integrations.torch.util)

allowed_transitions() (nlpstack.common.automaton.NFAState method) append() (nlpstack.common.filebackend.FileBackendSequence method) available_names() (nlpstack.workflow.base.Workflow class method)

B

BasicBatchSampler (class in nlpstack.data.dataloaders) batched() (in module nlpstack.common.iterutil) batched_index_select() (in module nlpstack.integrations.torch.util) batched_iterator() (in module nlpstack.common.iterutil) batched_span_select() (in module nlpstack.integrations.torch.util)

BatchIterator (class in nlpstack.data.dataloaders) BatchSampler (class in nlpstack.data.dataloaders) BLEU (class in nlpstack.common.bleu) build_parser() (nlpstack.workflow.base.Workflow class method) by_name() (nlpstack.workflow.base.Workflow class method)

C

cached_property() (in module nlpstack.common.cacheutil) clear() (in module nlpstack.integrations.transformers.cache) close() (nlpstack.common.filebackend.FileBackendMapping method) (nlpstack.common.filebackend.FileBackendSequence method) closure() (nlpstack.common.automaton.NFA method)

combine_tensors() (in module nlpstack.integrations.torch.util) compile() (nlpstack.common.automaton.NFA method) compute() (nlpstack.common.bleu.BLEU method) convert_to_toeplitz() (in module nlpstack.integrations.torch.util) cuda_dependent_attributes (nlpstack.integrations.torch.picklable.TorchPicklable attribute)

D

DataclassInstance (class in nlpstack.types) DataLoader (class in nlpstack.data.dataloaders)

DFA (class in nlpstack.common.automaton) DFAState (class in nlpstack.common.automaton)

E

epsilon_transitions (nlpstack.common.automaton.NFAState attribute)

F

FileBackendMapping (class in nlpstack.common.filebackend) FileBackendSequence (class in nlpstack.common.filebackend) flatten_and_batch_shift_indices() (in module nlpstack.integrations.torch.util) flatten_dict_for_mlflow_log() (in module nlpstack.integrations.mlflow.util) flush() (nlpstack.common.filebackend.FileBackendMapping method) (nlpstack.common.filebackend.FileBackendSequence method) fold() (in module nlpstack.integrations.torch.util) forward() (nlpstack.integrations.torch.model.TorchModel method)

from_binaryio() (nlpstack.common.filebackend.Index class method) (nlpstack.common.filebackend.Key class method) from_epsilon() (nlpstack.common.automaton.NFA class method) from_iterable() (nlpstack.common.filebackend.FileBackendSequence class method) from_jsonnet() (nlpstack.common.jsonnet.FromJsonnet class method) from_symbol() (nlpstack.common.automaton.DFA class method) (nlpstack.common.automaton.NFA class method) FromJsonnet (class in nlpstack.common.jsonnet)

G

generate_json_schema() (in module nlpstack.common.jsonschema) get_batch_indices() (nlpstack.data.dataloaders.BasicBatchSampler method) (nlpstack.data.dataloaders.BatchSampler method) get_batch_size() (nlpstack.data.dataloaders.BasicBatchSampler method) (nlpstack.data.dataloaders.BatchSampler method) (nlpstack.data.dataloaders.DataLoader method) get_device() (nlpstack.integrations.torch.model.TorchModel method)

get_device_of() (in module nlpstack.integrations.torch.util) get_mask_from_text() (in module nlpstack.integrations.torch.util) get_num_batches() (nlpstack.data.dataloaders.BasicBatchSampler method) (nlpstack.data.dataloaders.BatchSampler method) get_pretrained_model() (in module nlpstack.integrations.transformers.cache) get_pretrained_tokenizer() (in module nlpstack.integrations.transformers.cache) get_range_vector() (in module nlpstack.integrations.torch.util) get_token_ids_from_text() (in module nlpstack.integrations.torch.util)

H

hash_object() (in module nlpstack.common.hashutil)

I

Index (class in nlpstack.common.filebackend) infer() (nlpstack.integrations.torch.model.TorchModel method) inference (nlpstack.integrations.torch.model.TorchModelOutput attribute) info_value_of_dtype() (in module nlpstack.integrations.torch.util) Inputs (nlpstack.integrations.torch.model.TorchModel attribute)

int_to_device() (in module nlpstack.integrations.torch.util) is_final (nlpstack.common.automaton.DFAState attribute) (nlpstack.common.automaton.NFAState attribute) is_namedtuple() (in module nlpstack.common.jsonschema) is_optional() (in module nlpstack.common.jsonschema) iter_with_callback() (in module nlpstack.common.iterutil)

K

Key (class in nlpstack.common.filebackend)

L

LazySetup (class in nlpstack.integrations.torch.model) length (nlpstack.common.filebackend.Index attribute) load_jsonnet() (in module nlpstack.common.jsonnet)

lock() (nlpstack.common.filebackend.FileBackendMapping method) (nlpstack.common.filebackend.FileBackendSequence method) logsumexp() (in module nlpstack.integrations.torch.util) loss (nlpstack.integrations.torch.model.TorchModelOutput attribute)

M

masked_max() (in module nlpstack.integrations.torch.util) masked_mean() (in module nlpstack.integrations.torch.util) masked_pool() (in module nlpstack.integrations.torch.util) masked_softmax() (in module nlpstack.integrations.torch.util) max_value_of_dtype() (in module nlpstack.integrations.torch.util) Metadata (class in nlpstack.common.filebackend) min_value_of_dtype() (in module nlpstack.integrations.torch.util) module nlpstack nlpstack.common.automaton nlpstack.common.bleu nlpstack.common.cacheutil nlpstack.common.filebackend nlpstack.common.hashutil nlpstack.common.iterutil nlpstack.common.jsonnet nlpstack.common.jsonschema nlpstack.data.dataloaders nlpstack.integrations nlpstack.integrations.mlflow nlpstack.integrations.mlflow.util nlpstack.integrations.sklearn nlpstack.integrations.torch nlpstack.integrations.torch.model nlpstack.integrations.torch.picklable nlpstack.integrations.torch.util nlpstack.integrations.transformers nlpstack.integrations.transformers.cache nlpstack.server nlpstack.tasks nlpstack.types nlpstack.version nlpstack.workflow nlpstack.workflow.base

move_to_device() (in module nlpstack.integrations.torch.util) murmurhash3() (in module nlpstack.common.hashutil)

N

NFA (class in nlpstack.common.automaton) NFAState (class in nlpstack.common.automaton) nlpstack module nlpstack.common.automaton module nlpstack.common.bleu module nlpstack.common.cacheutil module nlpstack.common.filebackend module nlpstack.common.hashutil module nlpstack.common.iterutil module nlpstack.common.jsonnet module nlpstack.common.jsonschema module nlpstack.data.dataloaders module nlpstack.integrations module nlpstack.integrations.mlflow module nlpstack.integrations.mlflow.util module

nlpstack.integrations.sklearn module nlpstack.integrations.torch module nlpstack.integrations.torch.model module nlpstack.integrations.torch.picklable module nlpstack.integrations.torch.util module nlpstack.integrations.transformers module nlpstack.integrations.transformers.cache module nlpstack.server module nlpstack.tasks module nlpstack.types module nlpstack.version module nlpstack.workflow module nlpstack.workflow.base module

O

offset (nlpstack.common.filebackend.Index attribute)

P

page (nlpstack.common.filebackend.Index attribute) pagesize (nlpstack.common.filebackend.Metadata attribute)

path (nlpstack.common.filebackend.FileBackendMapping property) (nlpstack.common.filebackend.FileBackendSequence property)

R

register() (nlpstack.workflow.base.Workflow class method) replace_masked_values() (in module nlpstack.integrations.torch.util)

reset() (nlpstack.common.bleu.BLEU method) run() (nlpstack.workflow.base.Workflow class method)

S

sequence_cross_entropy_with_logits() (in module nlpstack.integrations.torch.util) set_random_seed() (in module nlpstack.integrations.torch.util) setup() (nlpstack.integrations.torch.model.LazySetup method) (nlpstack.integrations.torch.model.TorchModel method)

show() (nlpstack.common.automaton.DFA method) (nlpstack.common.automaton.DFAState method) (nlpstack.common.automaton.NFA method) SizedIterator (class in nlpstack.common.iterutil) step() (nlpstack.common.automaton.DFA method)

T

tensor_to_numpy() (in module nlpstack.integrations.torch.util) tiny_value_of_dtype() (in module nlpstack.integrations.torch.util) to_bytes() (nlpstack.common.filebackend.Index method) (nlpstack.common.filebackend.Key method) to_json() (nlpstack.common.jsonnet.FromJsonnet method)

TorchModel (class in nlpstack.integrations.torch.model) TorchModelOutput (class in nlpstack.integrations.torch.model) TorchPicklable (class in nlpstack.integrations.torch.picklable) transition (nlpstack.common.automaton.DFAState attribute) (nlpstack.common.automaton.NFAState attribute)

U

unfold() (in module nlpstack.integrations.torch.util)

UnionType (class in nlpstack.common.jsonschema) update() (nlpstack.common.bleu.BLEU method)

V

value (nlpstack.common.filebackend.Key attribute)

viterbi_decode() (in module nlpstack.integrations.torch.util)

W

weighted_sum() (in module nlpstack.integrations.torch.util)

Workflow (class in nlpstack.workflow.base) wrap_iterator() (in module nlpstack.common.iterutil)