nlpstack package

Subpackages

• nlpstack.commands package
  • Submodules
    • nlpstack.commands.subcommand module
    • nlpstack.commands.workflow module
  • Module contents
• nlpstack.common package
  • Submodules
    • nlpstack.common.automaton module
      • DFA
        • DFA.accepts()
        • DFA.from_symbol()
        • DFA.show()
        • DFA.step()
      • DFAState
        • DFAState.acceptable_symbols()
        • DFAState.is_final
        • DFAState.show()
        • DFAState.transition
      • NFA
        • NFA.closure()
        • NFA.compile()
        • NFA.from_epsilon()
        • NFA.from_symbol()
        • NFA.show()
      • NFAState
        • NFAState.allowed_transitions()
        • NFAState.epsilon_transitions
        • NFAState.is_final
        • NFAState.transition
    • nlpstack.common.bleu module
      • BLEU
        • BLEU.compute()
        • BLEU.reset()
        • BLEU.update()
    • nlpstack.common.cacheutil module
      • cached_property()
    • nlpstack.common.filebackend module
      • FileBackendMapping
        • FileBackendMapping.close()
        • FileBackendMapping.flush()
        • FileBackendMapping.lock()
        • FileBackendMapping.path
      • FileBackendSequence
        • FileBackendSequence.append()
        • FileBackendSequence.close()
        • FileBackendSequence.flush()
        • FileBackendSequence.from_iterable()
        • FileBackendSequence.lock()
        • FileBackendSequence.path
      • Index
        • Index.from_binaryio()
        • Index.length
        • Index.offset
        • Index.page
        • Index.to_bytes()
      • Key
        • Key.from_binaryio()
        • Key.to_bytes()
        • Key.value
      • Metadata
        • Metadata.pagesize
    • nlpstack.common.hashutil module
      • hash_object()
      • murmurhash3()
    • nlpstack.common.iterutil module
      • SizedIterator
      • batched()
      • batched_iterator()
      • iter_with_callback()
      • wrap_iterator()
    • nlpstack.common.jsonnet module
      • FromJsonnet
        • FromJsonnet.from_jsonnet()
        • FromJsonnet.to_json()
      • load_jsonnet()
    • nlpstack.common.jsonschema module
      • UnionType
      • generate_json_schema()
      • is_namedtuple()
      • is_optional()
    • nlpstack.common.pipeline module
    • nlpstack.common.platform module
    • nlpstack.common.progressbar module
  • Module contents
• nlpstack.data package
  • Submodules
    • nlpstack.data.dataloaders module
      • BasicBatchSampler
        • BasicBatchSampler.get_batch_indices()
        • BasicBatchSampler.get_batch_size()
        • BasicBatchSampler.get_num_batches()
      • BatchIterator
      • BatchSampler
        • BatchSampler.get_batch_indices()
        • BatchSampler.get_batch_size()
        • BatchSampler.get_num_batches()
      • DataLoader
        • DataLoader.get_batch_size()
    • nlpstack.data.datamodule module
    • nlpstack.data.embeddings module
    • nlpstack.data.fields module
    • nlpstack.data.generators module
    • nlpstack.data.indexers module
    • nlpstack.data.tokenizers module
    • nlpstack.data.util module
    • nlpstack.data.vocabulary module
  • Module contents
• nlpstack.evaluation package
  • Submodules
    • nlpstack.evaluation.evaluators module
    • nlpstack.evaluation.metrics module
  • Module contents
• nlpstack.integrations package
  • Subpackages
    • nlpstack.integrations.mlflow package
      • Submodules
        • nlpstack.integrations.mlflow.util module
          • flatten_dict_for_mlflow_log()
        • nlpstack.integrations.mlflow.workflow module
      • Module contents
    • nlpstack.integrations.optuna package
      • Submodules
        • nlpstack.integrations.optuna.config module
      • Module contents
    • nlpstack.integrations.sklearn package
      • Submodules
        • nlpstack.integrations.sklearn.rune module
      • Module contents
    • nlpstack.integrations.torch package
      • Subpackages
        • nlpstack.integrations.torch.generation package
          • Submodules
          • Module contents
        • nlpstack.integrations.torch.modules package
          • Submodules
          • Module contents
        • nlpstack.integrations.torch.training package
          • Submodules
          • Module contents
      • Submodules
        • nlpstack.integrations.torch.model module
          • LazySetup
          • TorchModel
          • TorchModelOutput
        • nlpstack.integrations.torch.picklable module
          • TorchPicklable
        • nlpstack.integrations.torch.predictor module
        • nlpstack.integrations.torch.rune module
        • nlpstack.integrations.torch.util module
          • add_positional_features()
          • batched_index_select()
          • batched_span_select()
          • combine_tensors()
          • convert_to_toeplitz()
          • flatten_and_batch_shift_indices()
          • fold()
          • get_device_of()
          • get_mask_from_text()
          • get_range_vector()
          • get_token_ids_from_text()
          • info_value_of_dtype()
          • int_to_device()
          • logsumexp()
          • masked_max()
          • masked_mean()
          • masked_pool()
          • masked_softmax()
          • max_value_of_dtype()
          • min_value_of_dtype()
          • move_to_device()
          • replace_masked_values()
          • sequence_cross_entropy_with_logits()
          • set_random_seed()
          • tensor_to_numpy()
          • tiny_value_of_dtype()
          • unfold()
          • viterbi_decode()
          • weighted_sum()
      • Module contents
    • nlpstack.integrations.transformers package
      • Submodules
        • nlpstack.integrations.transformers.cache module
          • clear()
          • get_pretrained_model()
          • get_pretrained_tokenizer()
      • Module contents
  • Module contents
• nlpstack.rune package
  • Submodules
    • nlpstack.rune.archive module
    • nlpstack.rune.base module
    • nlpstack.rune.config module
    • nlpstack.rune.types module
    • nlpstack.rune.workflow module
  • Module contents
• nlpstack.server package
  • Submodules
    • nlpstack.server.handler module
  • Module contents
• nlpstack.tasks package
  • Subpackages
    • nlpstack.tasks.causal_language_modeling package
      • Submodules
        • nlpstack.tasks.causal_language_modeling.datamodules module
        • nlpstack.tasks.causal_language_modeling.generators module
        • nlpstack.tasks.causal_language_modeling.metrics module
        • nlpstack.tasks.causal_language_modeling.rune module
        • nlpstack.tasks.causal_language_modeling.sklearn module
        • nlpstack.tasks.causal_language_modeling.torch module
        • nlpstack.tasks.causal_language_modeling.types module
      • Module contents
    • nlpstack.tasks.classification package
      • Submodules
        • nlpstack.tasks.classification.datamodules module
        • nlpstack.tasks.classification.io module
        • nlpstack.tasks.classification.metrics module
        • nlpstack.tasks.classification.rune module
        • nlpstack.tasks.classification.sklearn module
        • nlpstack.tasks.classification.torch module
        • nlpstack.tasks.classification.types module
      • Module contents
    • nlpstack.tasks.multilabel_classification package
      • Submodules
        • nlpstack.tasks.multilabel_classification.datamodules module
        • nlpstack.tasks.multilabel_classification.io module
        • nlpstack.tasks.multilabel_classification.metrics module
        • nlpstack.tasks.multilabel_classification.rune module
        • nlpstack.tasks.multilabel_classification.sklearn module
        • nlpstack.tasks.multilabel_classification.torch module
        • nlpstack.tasks.multilabel_classification.types module
      • Module contents
    • nlpstack.tasks.representation_learning package
      • Submodules
        • nlpstack.tasks.representation_learning.datamodules module
        • nlpstack.tasks.representation_learning.rune module
        • nlpstack.tasks.representation_learning.sklearn module
        • nlpstack.tasks.representation_learning.torch module
        • nlpstack.tasks.representation_learning.types module
      • Module contents
    • nlpstack.tasks.sequence_labeling package
      • Submodules
        • nlpstack.tasks.sequence_labeling.datamodules module
        • nlpstack.tasks.sequence_labeling.io module
        • nlpstack.tasks.sequence_labeling.metrics module
        • nlpstack.tasks.sequence_labeling.rune module
        • nlpstack.tasks.sequence_labeling.sklearn module
        • nlpstack.tasks.sequence_labeling.torch module
        • nlpstack.tasks.sequence_labeling.types module
        • nlpstack.tasks.sequence_labeling.util module
      • Module contents
    • nlpstack.tasks.text2text package
      • Submodules
        • nlpstack.tasks.text2text.datamodules module
        • nlpstack.tasks.text2text.generators module
        • nlpstack.tasks.text2text.metrics module
        • nlpstack.tasks.text2text.rune module
        • nlpstack.tasks.text2text.sklearn module
        • nlpstack.tasks.text2text.torch module
        • nlpstack.tasks.text2text.types module
      • Module contents
    • nlpstack.tasks.topic_modeling package
      • Submodules
        • nlpstack.tasks.topic_modeling.datamodules module
        • nlpstack.tasks.topic_modeling.io module
        • nlpstack.tasks.topic_modeling.metrics module
        • nlpstack.tasks.topic_modeling.rune module
        • nlpstack.tasks.topic_modeling.sklearn module
        • nlpstack.tasks.topic_modeling.torch module
        • nlpstack.tasks.topic_modeling.types module
      • Module contents
  • Module contents
• nlpstack.workflow package
  • Submodules
    • nlpstack.workflow.base module
      • Workflow
        • Workflow.available_names()
        • Workflow.build_parser()
        • Workflow.by_name()
        • Workflow.register()
        • Workflow.run()
  • Module contents

Submodules

• nlpstack.types module
  • DataclassInstance
• nlpstack.version module

Module contents