Datasetpublic

AI4Protein/PETA_CHS_Sol

PETA_CHS_Sol Dataset Description: Solubility mutation dataset. Number of labels: 1 Problem Type: regression Columns: aa_seq: protein amino acid sequence Github PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications https://github.com/ginnm/ProteinPretraining Citation Please cite our work if you use our dataset. @article{tan2024peta, title={PETA: evaluating the impact of protein transfer… See the full description on the dataset page: https://huggingface.co/datasets/AI4Protein/PETA_CHS_Sol.

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Dataset Card

PETACHSSol Dataset

—Description: Solubility mutation dataset.
—Number of labels: 1
—Problem Type: regression
—Columns:
—aa_seq: protein amino acid sequence

Github

PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications

https://github.com/ginnm/ProteinPretraining

Citation

Please cite our work if you use our dataset.

@article{tan2024peta,
  title={PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications},
  author={Tan, Yang and Li, Mingchen and Zhou, Ziyi and Tan, Pan and Yu, Huiqun and Fan, Guisheng and Hong, Liang},
  journal={Journal of Cheminformatics},
  volume={16},
  number={1},
  pages={92},
  year={2024},
  publisher={Springer}
}