ontolearn.base_nces

The base class of NCES.

Classes

BaseNCES

Module Contents

class ontolearn.base_nces.BaseNCES(knowledge_base_path, nces2_or_roces, quality_func, num_predictions, auto_train=True, proj_dim=128, drop_prob=0.1, num_heads=4, num_seeds=1, m=32, ln=False, learning_rate=0.0001, tmax=20, eta_min=1e-05, clip_value=5.0, batch_size=256, num_workers=4, max_length=48, load_pretrained=True, verbose: int = 0)[source]

device

kb_namespace

dl_parser

renderer

atomic_concept_names

knowledge_base_path

kb

all_individuals

inv_vocab

vocab

num_predictions

auto_train = True

proj_dim = 128

drop_prob = 0.1

num_heads = 4

num_seeds = 1

m = 32

ln = False

learning_rate = 0.0001

tmax = 20

eta_min = 1e-05

clip_value = 5.0

batch_size = 256

num_workers = 4

max_length = 48

load_pretrained = True[source]

verbose = 0

num_examples

best_predictions = None

static find_optimal_number_of_examples(kb)[source]

add_data_values(data)[source]

collate_batch_inference(batch)[source]

abstract get_synthesizer()[source]