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--- |
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dataset_info: |
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features: |
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- name: Entry |
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dtype: string |
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- name: species |
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dtype: string |
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- name: Sequence |
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dtype: string |
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- name: labels |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 55325670 |
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num_examples: 147523 |
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- name: valid |
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num_bytes: 1882045 |
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num_examples: 5000 |
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- name: test |
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num_bytes: 1854808 |
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num_examples: 5000 |
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download_size: 57511782 |
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dataset_size: 59062523 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: valid |
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path: data/valid-* |
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- split: test |
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path: data/test-* |
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--- |
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UniProt search (7/22/2025): * (Swiss-Prot reviewed entries only) |
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download TSV with Taxonomic lineage (Ids), sequence, and length. |
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Curation steps: |
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- Filtered for sequence length >=20 and <=2048 |
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- Extract Taxonomic IDs (domain, kingdom, phylum, class, order, family, genus, species) from taxonomic_lineage_ids column |
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- Keep entry, species, and sequence information |
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- Drop N/A |
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- CD-HIT using Docker at 80% similarity threshold and n=5 |
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- Keep representative sequences |
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- Create labels based on spcecies |
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- Remove species/examples with fewer than 100 samples |
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- Stratified split: first get test set (5,000), then eval (5,000), rest is train |
