Dontopedia

np.random.choice

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np.random.choice has 7 facts recorded in Dontopedia across 3 references, with 1 live disagreement.

7 facts·5 predicates·3 sources·1 in dispute

Mostly:rdf:type(2), has parameter(1), belongs to list(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

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callsCalls(1)

generatedByGenerated by(1)

Other facts (6)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

6 facts
PredicateValueRef
Rdf:typeNumpy Function[1]
Rdf:typeFunction[2]
Has ParameterSize Parameter[1]
Belongs to ListNp Random Module[1]
Has ArgumentBinary Options[2]
LibraryNumpy[3]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

typebeam/3d2ebcc2-edde-456b-8a3a-1cb1f7bd0026
ex:NumpyFunction
hasParameterbeam/3d2ebcc2-edde-456b-8a3a-1cb1f7bd0026
ex:size-parameter
belongsToListbeam/3d2ebcc2-edde-456b-8a3a-1cb1f7bd0026
ex:np-random-module
typebeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
ex:Function
labelbeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
np.random.choice
hasArgumentbeam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
ex:binary-options
librarybeam/7f086001-95b5-4788-b203-dee071ab04fa
ex:numpy

References (3)

3 references
  1. ctx:claims/beam/3d2ebcc2-edde-456b-8a3a-1cb1f7bd0026
    • full textbeam-chunk
      text/plain1 KBdoc:beam/3d2ebcc2-edde-456b-8a3a-1cb1f7bd0026
      Show excerpt
      # Example usage engine = { 'search': lambda x: np.random.choice([0, 1], size=x.shape[0]) } metrics = test_sparse_retrieval_engine(engine) print(f"Average Duration: {metrics['average_duration']:.4f} seconds") print(f"Average Throughput:
  2. ctx:claims/beam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
    • full textbeam-chunk
      text/plain1 KBdoc:beam/059dfa3d-8d94-4bfc-bbe2-1c2228c8c6fe
      Show excerpt
      total_duration += timer.duration total_throughput += num_queries / timer.duration latencies.append(timer.duration) # Assuming results is a binary array indicating relevance precision = precision_scor
  3. ctx:claims/beam/7f086001-95b5-4788-b203-dee071ab04fa
    • full textbeam-chunk
      text/plain1 KBdoc:beam/7f086001-95b5-4788-b203-dee071ab04fa
      Show excerpt
      Returns: tuple: Tuple containing distances and indices of the nearest neighbors. """ return self.index.search(query_embedding, k) # Example usage if __name__ == "__main__": # Create instances of the modu

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