ontolearn.base_nces

The base class of NCES.

Classes

BaseNCES

Module Contents

class ontolearn.base_nces.BaseNCES(knowledge_base_path, learner_names, path_of_embeddings, batch_size=256, learning_rate=0.0001, decay_rate=0.0, clip_value=5.0, num_workers=4)[source]

name = 'NCES'

kb_namespace

renderer

atomic_concept_names

knowledge_base_path

kb

all_individuals

inv_vocab

vocab

learner_names

num_examples

batch_size = 256

learning_rate = 0.0001

decay_rate = 0.0

clip_value = 5.0

num_workers = 4

instance_embeddings = None

input_size

static find_optimal_number_of_examples(kb)[source]

collate_batch(batch)[source]

collate_batch_inference(batch)[source]

abstract get_synthesizer()[source]

abstract load_pretrained()[source]