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README.md
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## What does this dataset contain?
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* **Protein embeddings**: in *.npy* format, these are the 5120-dimensional embeddings for each protein belonging to Human or Mouse.
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* **Parsed metadata**: in *.csv* fomat, it contains the relevant metadata directly associated with the embeddings specified above.
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* **Entry**: this column contains the name of the protein.
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* **Accession**: this column contains the accession number.
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* **Organism**: this column contains the source organism. At this moment, it can be either Human or Mouse.
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* **GO annotations**: this column contains a semicolon-separated string of GO annotations associated with that sequence.
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* **Raw metadata**: in *.tsv* format, this file contains extended metadata directly obtained from Swiss-Prot/Uniprot.
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* **Source script**: in *.py* format, this script generated the embeddings directly from the source data.
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## What is the purpose of this dataset?
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You may save, use and redistribute this dataset freely as you see fit. If you feel like citing this repository, it will be appreciated.
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## Final notes
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The research field is quickly approaching a chapter where reproducibility will not be guaranteed. I am sure you already feel it. A crisis is fast approaching, and very few people look beyond their own ego and focus only on personal gains.
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## What does this dataset contain?
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* **Protein embeddings** (*ESM2_15B_Human_Mouse_Embeddings.npy*): in *.npy* format, these are the 5120-dimensional embeddings for each protein belonging to Human or Mouse.
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* **Parsed metadata** (*ESM2_15B_Human_Mouse_Metadata.csv.gz*): in *.csv* fomat, it contains the relevant metadata directly associated with the embeddings specified above.
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* **Entry**: this column contains the name of the protein.
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* **Accession**: this column contains the accession number.
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* **Organism**: this column contains the source organism. At this moment, it can be either Human or Mouse.
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* **GO annotations**: this column contains a semicolon-separated string of GO annotations associated with that sequence.
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* **Raw metadata** (*Original_Metadata.tsv.gz*): in *.tsv* format, this file contains extended metadata directly obtained from Swiss-Prot/Uniprot.
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* **Source script** (*ESM2_script.py*): in *.py* format, this script generated the embeddings directly from the source data.
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## What is the purpose of this dataset?
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You may save, use and redistribute this dataset freely as you see fit. If you feel like citing this repository, it will be appreciated.
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## Requests
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If you see any errors or corrections, by all means point them out so they can be fixed.
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## Final notes
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The research field is quickly approaching a chapter where reproducibility will not be guaranteed. I am sure you already feel it. A crisis is fast approaching, and very few people look beyond their own ego and focus only on personal gains.
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