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  1. README.md +30 -0
  2. dataset.csv +0 -0
  3. metadata.json +4 -0
README.md ADDED
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+ ---
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+ license: mit
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+ configs:
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+ - config_name: dataset
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+ data_files: "dataset.csv"
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+ ---
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+
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+ ### Description
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+ This dataset contains 25693 amino acid sequences and labels on each amino acid.
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+
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+ **Protein Format:** AA sequence
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+
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+ ### Splits
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+ traing: 20490
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+
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+ valid: 2569
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+
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+ test: 2634
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+
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+ ### Related paper
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+ The dataset is from [SignalP 6.0 predicts all five types of signal
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+ peptides using protein language models](https://www.nature.com/articles/s41587-021-01156-3).
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+
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+
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+
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+ ### Label
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+ Each amino acid has 7 classes:
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+
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+ S (0): Sec/SPI signal peptide | T (1): Tat/SPI or Tat/SPII signal peptide | L (2): Sec/SPII signal peptide |
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+ P (3): Sec/SPIII signal peptide | I (4): cytoplasm | M (5): transmembrane | O (6): extracellular
dataset.csv ADDED
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metadata.json ADDED
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+ {
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+ "training_task_type": "Residue-level Classification",
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+ "training_data_type": "AA"
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+ }