API Reference

Subpackages

• dstk.corpus package
  • Submodules
  • dstk.corpus.analysis module
    • get_collocations()
    • get_concordances()
    • get_vocabulary()
    • word_frequency()
  • dstk.corpus.annotation module
    • StemmerProcessor
      • StemmerProcessor.process()
    • annotate_corpus()
    • load_annotations()
  • Module contents
• dstk.data_visualization package
  • Submodules
  • dstk.data_visualization.plot_embeddings module
    • plot_embeddings()
  • Module contents
• dstk.hooks package
  • Submodules
  • dstk.hooks.data_conversion module
  • dstk.hooks.tools module
    • Hook
      • Hook.set_default_args()
      • Hook.set_main_arg()
  • Module contents
• dstk.lib_types package
  • Submodules
  • dstk.lib_types.conllu_types module
  • dstk.lib_types.dstk_types module
    • Bigram
      • Bigram.collocate
      • Bigram.target_word
    • Collocates
    • Concordance
      • Concordance.left_context
      • Concordance.right_context
      • Concordance.text
    • ContextGenerator
    • Contexts
    • DirectedCollocates
    • DocumentIndex
    • LexicalItem
    • LexicalItemSequence
    • LinguisticSequences
    • MethodDict
    • Neighbor
      • Neighbor.score
      • Neighbor.word
    • Neighbors
    • NeuralModels
    • ParameterResult
      • ParameterResult.name
      • ParameterResult.result
    • ReturnAllGenerator
    • ReturnParameterGenerator
    • Workflow
  • dstk.lib_types.fasttext_types module
  • dstk.lib_types.gensim_types module
  • dstk.lib_types.nltk_types module
  • dstk.lib_types.numpy_types module
  • dstk.lib_types.pandas_types module
  • dstk.lib_types.plotly_types module
  • dstk.lib_types.sklearn_types module
  • dstk.lib_types.spacy_types module
  • dstk.lib_types.stanza_types module
  • Module contents
• dstk.models package
  • Subpackages
    • dstk.models.count package
      • Subpackages
      • Module contents
    • dstk.models.predict package
      • Submodules
      • dstk.models.predict.word2vec module
      • Module contents
  • Submodules
  • dstk.models.tools module
    • DistanceMeasurements
      • DistanceMeasurements.approximate_nearest_neighbors()
      • DistanceMeasurements.cos_similarity()
      • DistanceMeasurements.nearest_neighbors()
    • ModelBuilder
    • Wrapper
      • Wrapper.add_method()
  • Module contents
• dstk.parameters package
  • Subpackages
    • dstk.parameters.co_matrix package
      • Subpackages
      • Module contents
    • dstk.parameters.context package
      • Subpackages
      • Module contents
    • dstk.parameters.vector_similarity package
      • Subpackages
      • Module contents
  • Submodules
  • dstk.parameters.dimensionality_reduction module
    • pca()
    • svd()
  • Module contents
• dstk.utilities package
  • Submodules
  • dstk.utilities.clustering module
    • cluster_embeddings()
  • dstk.utilities.context_extraction module
    • collocate_frequency()
  • dstk.utilities.data_conversion module
    • conllu_to_df()
    • df_to_conllu()
    • neural_model_to_dataframe()
    • sequence_to_string()
  • dstk.utilities.dataframe_manipulation module
    • get_column()
    • get_row()
    • is_sparse_dataframe()
  • dstk.utilities.matrix_manipulation module
    • scale_matrix()
  • dstk.utilities.typeguards module
    • is_collocates()
    • is_document_index()
    • is_documents()
    • is_sentences()
    • is_sequences()
    • is_tokens()
    • is_words()
    • is_workflow()
  • dstk.utilities.word2vec module
    • load_neural_model()
    • save_neural_model()
  • Module contents

Module contents