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# TODO how import files from a package |
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import json |
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from gensim.models.keyedvectors import KeyedVectors |
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from pkg_resources import resource_filename, resource_string |
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def load_w2v_small(): |
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# pylint: disable=C0301 |
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return KeyedVectors.load_word2vec_format( |
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resource_filename(__name__, 'GoogleNews-vectors-negative300-bolukbasi.bin'), |
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binary=True) |
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def load_json_resource(resource_name): |
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return json.loads( |
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resource_string(__name__, resource_name + '.json').decode('utf-8') |
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) |
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BOLUKBASI_DATA = load_json_resource('bolukbasi') |
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BOLUKBASI_DATA['gender']['profession_names'] = list( |
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zip(*BOLUKBASI_DATA['gender']['professions']))[0] |
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BOLUKBASI_DATA['gender']['specific_full'].sort() |
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# TODO: in the code of the article, the last definitional pair |
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# is not in the specific full |
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BOLUKBASI_DATA['gender']['specific_full_with_definitional'] = list( |
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set.union( |
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*map(set, BOLUKBASI_DATA['gender']['definitional_pairs']) |
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) | set(BOLUKBASI_DATA['gender']['specific_full']) |
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) |
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BOLUKBASI_DATA['gender']['specific_full_with_definitional'].sort() |
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BOLUKBASI_DATA['gender']['neutral_profession_names'] = list( |
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set(BOLUKBASI_DATA['gender']['profession_names']) |
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- set(BOLUKBASI_DATA['gender']['specific_full_with_definitional']) |
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) |
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BOLUKBASI_DATA['gender']['neutral_profession_names'].sort() |
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BOLUKBASI_DATA['gender']['word_group_keys'] = ['profession_names', |
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'neutral_profession_names', |
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'specific_seed', |
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'specific_full', |
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'specific_full_with_definitional'] # pylint: disable=C0301 |
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