BasicNegativeSampler¶

class BasicNegativeSampler(triples_factory, num_negs_per_pos=None)[source]¶

A basic negative sampler.

Initialize the negative sampler with the given entities.

Parameters

triples_factory (TriplesFactory) – The factory holding the triples to sample from
num_negs_per_pos (Optional[int]) – Number of negative samples to make per positive triple. Defaults to 1.

Attributes Summary

The default strategy for optimizing the negative sampler’s hyper-parameters

Methods Summary

sample(positive_batch)

Generate negative samples from the positive batch.

Attributes Documentation

hpo_default: ClassVar[Mapping[str, Mapping[str, Any]]] = {'num_negs_per_pos': {'high': 100, 'low': 1, 'q': 10, 'type': <class 'int'>}}¶: The default strategy for optimizing the negative sampler’s hyper-parameters

Methods Documentation

sample(positive_batch)[source]¶

Generate negative samples from the positive batch.