Calm splits - #58
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#57) * fix callbacks * name * fix * callbacks * docstrings * fix * notebook
taylormjs
commented
Apr 2, 2025
| dataset_class=CalmIterableDataset, | ||
| modality=Modality.NUCLEOTIDE, | ||
| supported_splits={Split.TRAIN}, # TODO: add splits | ||
| supported_splits={"train_full", "train_iid", "val_iid", "heldout"}, |
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Updated the available splits for calm. Didn't add enum for these, but can add if we want
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I wonder whether for training we should just keep it simple as train, test and have more robust evaluation outside of the datamodule?
taylormjs
commented
Apr 2, 2025
| Training data is originally from FASTA files containing coding DNA sequences. | ||
| """ | ||
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| SUPPORTED_SPLITS: ClassVar[list[str]] = ["train_full", "train_iid", "val_iid", "heldout"] |
karinazad
reviewed
Apr 2, 2025
| Function or transform to apply to the data, by default None. | ||
| split_mode : str, optional | ||
| Split mode to use. Options: | ||
| - "pre_split": Use pre-created IID splits (train_iid, val_iid) and heldout for test |
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I think we could make this the only default option and not allow customized splits so it's more in line with the rest of the HF datasets?
karinazad
approved these changes
Apr 2, 2025
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