kardosdrur commited on
Commit
570a98a
1 Parent(s): 3c1a264

Added code generating the dataset

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  1. make_dataset.py +21 -0
make_dataset.py ADDED
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+ from ast import literal_eval
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+
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+ from datasets import Dataset, load_dataset
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+
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+ pm = load_dataset(
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+ "owaiskha9654/PubMed_MultiLabel_Text_Classification_Dataset_MeSH", split="train"
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+ )
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+
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+ records = []
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+ for t, lab in zip(pm["abstractText"], pm["meshMajor"]):
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+ try:
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+ labels = literal_eval(lab)
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+ labels = labels[:2]
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+ records.append({"text": t, "label": labels})
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+ except Exception:
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+ print("Couldn't add entry:", lab)
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+
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+ ds = Dataset.from_list(records)
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+ ds = ds.train_test_split(test_size=0.2, seed=42)
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+
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+ ds.push_to_hub("kardosdrur/pubmed")