sif_embedding_glove_toggle_preprocess_word_vectors_num_comp_10_sent_comp_10
def main(compute_from_scratch=True,
use_unit_vectors=False,
alpha=1e-3, # the parameter in the SIF weighting scheme, usually in the range [3e-5, 3e-3]
num_removed_components_for_sentence_vectors=10, # num of principal components to remove in SIF weighting scheme
pre_process_word_vectors=True,
num_removed_components_for_word_vectors=10,
count_words_out_of_vocabulary=True,
use_idf_weights=True,
shuffle_corpus=True,
use_glove_with_spacy=True,
use_cosine_similarity=True,
num_neighbors=10,
only_print_banners=True):
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