load_fb15k¶
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ampligraph.datasets.
load_fb15k
(data_home=None)¶ Load the FB15k dataset
FB15k is a split of Freebase, first proposed by [BUGD+13].
The dataset is divided in three splits:
train
valid
test
Returns: splits – The dataset splits: {‘train’: train, ‘valid’: valid, ‘test’: test}. Each split is an ndarray of shape [n, 3]. Return type: dict Examples
>>> from ampligraph.datasets import load_fb15k >>> X = load_fb15k() >>> X['test'][:3] array([['/m/01qscs', '/award/award_nominee/award_nominations./award/award_nomination/award', '/m/02x8n1n'], ['/m/040db', '/base/activism/activist/area_of_activism', '/m/0148d'], ['/m/08966', '/travel/travel_destination/climate./travel/travel_destination_monthly_climate/month', '/m/05lf_']], dtype=object)