Thermostability Prediction
Collection
This group contains all relative training datasets and model checkpoints trained on these datasets for Thermostability Prediction.
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2 items
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Updated
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1
sequence
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M#S#K#E#E#R#P#G#R#E#E#I#L#E#CfQdVfMqWaEaPfDdSpKvKdNcTfQlMqDnRvFlRvAvAqVcGcAvAvCvGvLdAdLdEpSaYvDvDsLlYqHvWcScVaEvSvYvSqDvFnWlAvEsFlWcKvFsSlGvIaVdFwSpRdVfYaDpEgVqVwDdTvSvKaGfIqAlDvVlPiEdWgFsKhGpStRwLhNfYlAlEvNlLlLlRdHdKpEpNqDqRdVfAaLeYwIeAdReEaGpKdEpEdItVdKtVdTgFsEnEnLlRqQlElVlAlLlFlAlAlAlMcRvKlMlGpVdKaKaGaDaReVeVeGeYqLePwNlSdEsHvAvVlEsAnMlLsAsAcArSqIrGnAhIaWySeSyTdSyPlDqFfGfVlNqGqVvLlDlRaFcSvQlIrQlPhKqLeIyFeSyVeEqAwVgVdYaNpGnKdEiHdNgHrMvEvKrLqQlQsVnVqKvGsLrPpDsLhKqKaVyVeVyIePhYdVpSdSdRpEvNpIdDdLcSvKsIhPpNrSyVdFyLpDvDvFsLsAvTsGsTdSdEpQdArPgQhLrEhFgEgQtLdPrFqSqHrPfLhFyIfMaFwSaSaG#T#T#GdAgPtKwCtMfVtHwSgAsGnGqTlLlIsQqHlLsKlEcHcLcLfHqGvNsMdTaSlSvDaIeLeLeCeYpTdTtVsGnWwMlMvWsNvWsMqVsSsLnLsAsTrGnAhAhMyVyLrYyDgGySdPcLqVpPpThPvNcVvLvWvDvLvVcDqRvIvGvIhTqVeLyVeTdGeAlKvWnLlSvVvLcEvEvKvAvMaKaPsVvEvTvHhSpLsQpMnLhHaTeIyLeShTaGlS#PqLhKfAlQvSsYsEvYcVcYcRpCrIpKhSsSrIhLdLyGkSyIfSdGdGtTdDqIqIsShCtFqMfGmHgNgFsSsLaPtVdYtKrGrEwIhQqAdRrNrLrGsMfAqVwEfAfWaNdEqEvGgKdAgVdWaGqEdSkGgEfLiVkCgTgKgPhIgPsCrQgPgTsHaFtWrNpDpEvNpGrNvKvYvRcKvAqYaFqSpKsFpPhGsIiWgAgHnGqDwYiCwRhIqNhPpKvTrGrGtIiVhMtLpG#RgSnDnG#TwLdNrPaNsGsVdRtFhGhSpSvElIlYqNvIqVvEvSpFdElEqVfEpDdSkLdCkVaPwQeYqNdKpYrRrEhEtRfViIeLmFeLtKaMtAdSpGpHhAdFdQdPpDvLsVlKvRvIsRqDvAsIsRcMnGnLtSrAnRvHrVrPgSpLyIyLyEyTaKnGdIfPkYaT#L#N#G#K#KtVdErVvAlVlKnQcIqIlAvGvKhAdVdE#Q#G#G#A#FiSpNcPsEvTsLsDvLrYsRhDpIdPpEvLsQpGpFd | 0.111884 | train |
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Description
Thermostability prediction is a regression task where each input protein x is mapped to a label y ∈ R, corresponding to the thermostability of x.
Splits
Structure type: AF2
The dataset is from FLIP: Benchmark tasks in fitness landscape inferencefor proteins. We employ all proteins from the“Human-cell”splits (proteins that lack AF2 structures are removed), and split them based on 70% structure similarity (see ProteinShake), with the number of training, validation and test set shown below:
- Train: 5310
- Valid: 706
- Test: 706
Label
This label indicates the thermostability of the protein, ranging from 0 to 1.
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Size of downloaded dataset files:
7.82 MB
Size of the auto-converted Parquet files:
6.42 MB
Number of rows:
6,722