add grid search
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main.py
2
main.py
@ -670,7 +670,7 @@ if __name__ == "__main__":
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sub, rel, obj, label, neg_ent, sub_samp = model.read_batch(
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sub, rel, obj, label, neg_ent, sub_samp = model.read_batch(
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batch, 'train')
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batch, 'train')
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dataset = np.stack([sub, rel, neg_ent, np.repeat(model.p.train_strategy)], axis = 1)
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dataset = np.stack([sub, rel, neg_ent, np.repeat(model.p.train_strategy, repeats=len(sub))], axis = 1)
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search = grid.fit(dataset, label)
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search = grid.fit(dataset, label)
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print("BEST SCORE: ", search.best_score_)
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print("BEST SCORE: ", search.best_score_)
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print("BEST PARAMS: ", search.best_params_)
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print("BEST PARAMS: ", search.best_params_)
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