languagechange.models package

Subpackages

• languagechange.models.change package
  • Submodules
  • languagechange.models.change.metrics module
    • ChangeModel
    • BinaryChange
      • BinaryChange.predict()
    • GradedChange
      • GradedChange.compute_scores()
    • Threshold
      • Threshold.set_threshold()
    • AutomaticThrehold
      • AutomaticThrehold.compute_threshold()
    • OptimalThrehold
      • OptimalThrehold.compute_threshold()
    • APD
      • APD.compute_scores()
    • PRT
      • PRT.compute_scores()
    • PJSD
      • PJSD.compute_scores()
  • languagechange.models.change.timeseries module
    • ma()
    • TimeSeries
      • TimeSeries.compute_from_embeddings()
  • languagechange.models.change.widid module
    • WiDiD
      • WiDiD.compute_scores()
  • Module contents
• languagechange.models.meaning package
  • Submodules
  • languagechange.models.meaning.clustering module
    • ClusteringResults
      • ClusteringResults.get_cluster_instances()
    • Clustering
      • Clustering.get_cluster_results()
    • APosterioriaffinityPropagation
      • APosterioriaffinityPropagation.step_
      • APosterioriaffinityPropagation.cluster_centers_indices_
      • APosterioriaffinityPropagation.cluster_centers_
      • APosterioriaffinityPropagation.labels_
      • APosterioriaffinityPropagation.affinity_matrix_
      • APosterioriaffinityPropagation.n_iter_
      • APosterioriaffinityPropagation.n_features_in_
      • APosterioriaffinityPropagation.feature_names_in_
      • APosterioriaffinityPropagation.memory_
      • APosterioriaffinityPropagation.fit_predict()
      • APosterioriaffinityPropagation.fit()
  • languagechange.models.meaning.meaning module
    • MeaningModel
    • WordSenseInduction
    • StaticEmbedding
    • SGNS
  • Module contents
• languagechange.models.representation package
  • Submodules
  • languagechange.models.representation.alignment module
    • OrthogonalProcrustes
      • OrthogonalProcrustes.align()
  • languagechange.models.representation.contextualized module
    • generate_cache_key()
    • ContextualizedModel
      • ContextualizedModel.device
      • ContextualizedModel.n_extra_tokens
      • ContextualizedModel.encode()
    • ContextualizedEmbeddings
      • ContextualizedEmbeddings.from_usages()
    • XL_LEXEME
      • XL_LEXEME.encode()
    • BERT
      • BERT.split_context()
      • BERT.center_usage()
      • BERT.add_special_tokens()
      • BERT.process_input_tokens()
      • BERT.batch_encode()
      • BERT.encode()
    • RoBERTa
  • languagechange.models.representation.definition module
    • Message
      • Message.role
      • Message.content
    • DefinitionGenerator
      • DefinitionGenerator.encode_definitions()
    • LlamaDefinitionGenerator
      • LlamaDefinitionGenerator.model_name
      • LlamaDefinitionGenerator.ft_model_name
      • LlamaDefinitionGenerator.hf_token
      • LlamaDefinitionGenerator.max_length
      • LlamaDefinitionGenerator.batch_size
      • LlamaDefinitionGenerator.max_time
      • LlamaDefinitionGenerator.temperature
      • LlamaDefinitionGenerator.model
      • LlamaDefinitionGenerator.tokenizer
      • LlamaDefinitionGenerator.eos_tokens
      • LlamaDefinitionGenerator.apply_chat_template()
      • LlamaDefinitionGenerator.tokenize()
      • LlamaDefinitionGenerator.extract_definition()
      • LlamaDefinitionGenerator.generate_definitions()
      • LlamaDefinitionGenerator.print_results()
      • LlamaDefinitionGenerator.run()
    • DefinitionOutput
      • DefinitionOutput.target
      • DefinitionOutput.example
      • DefinitionOutput.definition
    • ChatModelDefinitionGenerator
      • ChatModelDefinitionGenerator.generate_definitions()
    • T5DefinitionGenerator
      • T5DefinitionGenerator.load_data()
      • T5DefinitionGenerator.encode_definitions()
      • T5DefinitionGenerator.generate_definitions()
      • T5DefinitionGenerator.save_definitions()
  • languagechange.models.representation.prompting module
    • SCFloat
    • SCDURel
    • PromptModel
      • PromptModel.get_response()
  • languagechange.models.representation.static module
    • RepresentationModel
      • RepresentationModel.encode()
    • StaticModel
      • StaticModel.matrix_path
      • StaticModel.format
      • StaticModel.encode()
      • StaticModel.load()
      • StaticModel.matrix()
      • StaticModel.row2word()
    • CountModel
      • CountModel.corpus
      • CountModel.window_size
      • CountModel.savepath
      • CountModel.encode()
    • PPMI
      • PPMI.count_model
      • PPMI.shifting_parameter
      • PPMI.smoothing_parameter
      • PPMI.savepath
      • PPMI.encode()
    • SVD
      • SVD.count_model
      • SVD.dimensionality
      • SVD.gamma
      • SVD.savepath
      • SVD.encode()
    • RandomIndexing
      • RandomIndexing.window_size
      • RandomIndexing.encode()
  • Module contents

Module contents