lewtun HF staff commited on
Commit
02a40af
1 Parent(s): 7842789
Files changed (3) hide show
  1. create_dataset.py +18 -0
  2. test.jsonl +3 -0
  3. train.jsonl +3 -0
create_dataset.py ADDED
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+ from datasets import Dataset
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+ from sklearn.datasets import fetch_20newsgroups
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+
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+
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+ def main():
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+ for split in ["train", "test"]:
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+ # Follow recommendation to strip newsgroup metadata
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+ # https://scikit-learn.org/0.19/datasets/twenty_newsgroups.html#filtering-text-for-more-realistic-training
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+ data = fetch_20newsgroups(subset=split, remove=("headers", "footers", "quotes"))
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+ id2label = {idx: label for idx, label in enumerate(data["target_names"])}
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+ d = {"text": data["data"], "label": data["target"]}
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+ dset = Dataset.from_dict(d)
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+ dset = dset.map(lambda x: {"label_text": id2label[x["label"]]})
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+ dset.to_json(f"{split}.jsonl")
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+
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+
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+ if __name__ == "__main__":
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+ main()
test.jsonl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a0c1f20c01fa77f6b832fdb5e6218018660781e762f3e68ee3e6f279e7839bcc
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+ size 8906768
train.jsonl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:b696a1d6a43a306b2ea21cdf20be62c1e56a04908053f24e606707454e84a728
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+ size 14810848