cmartell/Model-50C_Aggregation-650M
Updated
protein stringlengths 76 142 | ID stringlengths 13 21 | stage stringclasses 3
values | label float64 -5.48 0.62 |
|---|---|---|---|
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H#M#Y#V#T#GlScAlIlRvRvLlRcEvKvRvKvLhTqQlAcQrLlAcAvAqLqSvVhSdDsKvTvVnSvKcWsEnTvAvRvGdLhPdDdIpTvLcLlEvPsLsAcRvAsLsQvVhSdVsPsEcLsLrSnGsE#E#V# | rocklin_batch2_11639 | train | -0.254561 |
H#M#SdWwKdVwLqLdE#P#R#LqGfRpNpSdTpElFvSvEvLlRvNvLvLcDvSvEvGvIwPdWkRdLfSdQpKpAdEdAnSgRtFtEtImEiVtHtSpGdDpDsYsRvKvAsLnLvLsAcAvEvHsGvLgVd | rocklin_batch2_11653 | test | -1.330879 |
H#M#NdYwYfVfTdPaNdLqIaNfLdNaIqYvKvAsKcEvKvIlSvRvAsGlLaIaLaGdNaIeKaYeEdYeSdKpDvYhLdNfNrTgVwLhEdQwDpKdTdPgGrMdKiLhSnFdPrAyRyIiNyItIyVgSyTdDnKd | rocklin_batch2_11662 | test | -2.088199 |
H#MdKfKdTkIaIwVeHaVeVdGdEfVaNpTaPgGgIiVfEiLdNtEqGqAqRfIqIlDvAvIsNvGsArGvGhKgThEpEfAfDpMpSvKpIdNpLrAnYdVgIdEdDhGpSyQyIdYyVgPySgIpYvEd | rocklin_batch2_11815 | train | -0.226884 |
H#M#G#EpPpQqApWvNvEvLlIvGvNlLvLvRvQlWlEpAdRdQaTpGpWdTdPnAvRnKlRvEvAqLlDvRvVlLvGvApAdDdPpAvAcLsYsTvRsLsQvGvLsLsKvSvWsTvQvA#M#T#D#A#D#A# | rocklin_batch2_12058 | train | -1.699747 |
H#M#E#SqWqNdRlAvRvIlLlEvKvIlRvEvLcHvAvQvGvVqAqLqNdNpAvSsMcRvRvLvGvYvRpGsMsMqEvAvAcAcRdPpQnNhFqGvSgWsEcAsAsVnRvAvAsGvIhDdYnDvRvVd | rocklin_batch2_12330 | train | -0.008324 |
H#M#GfTwIdRwAdPqMaPwGfTfIfLaKdIaNdVdVaDaGfDdSwVdTaKfGfDdVfLgLtIwLtEdSdMpKnMdEiNdStIdTtSgPnKhTtGdSgVwThShVaYdVdSdEgGgDdPiVdQhHgGgEhTtLgItDgLd | rocklin_batch2_12533 | train | -0.146649 |
HdMkRfTfVqPaEpApLqLaGfRdAfYpEvTvAsEqTvAsIqVvLvEsGqLeEaAeKdReTdDeVdFaHdPaTpIrGdNfGrTgVfIhRaLkEvPvAgSgGrSdQiVdSdArGhGyVyIiEyItFyVtShKrGyThEpTdId | rocklin_batch2_12621 | train | -0.304545 |
H#MfNaTdLdTdKpEvDlIlQvKvAlIlDvVpIpPdIpDlFlKsSqVlVcIcLvNcLvVvEvGnFdSdYlKvEvTsAcEvIvLvEvIhPdIsGvTsVsMvSvRsLpHvRvGsRvKvIsLsQvKvLsLsWrEvYvSrSvSvK# | rocklin_batch2_12690 | valid | -1.320336 |
H#M#KdLdTdKlPvKnLlIlQvLlIlHvIvAlKcSvKvLlNvMpDdElLvSnYqRqVvLlLlDcNvLqTpGvKdTsSdTsTvKpMdTdVsGvEsLsLvKsVsYnEvSvMsKvDvKsGpFdKdPdQdV# | rocklin_batch2_12849 | train | -0.16576 |
H#M#D#PlSaWlVvPvVvFlNvNvLvRvDvAcIlLvSvHvQvLfLpPfGfTaRaLdAdElDvEvLvScNvIvYvGvLhGdRsTvVsIvRvSvAsLlGvAvLcTvHvEvGvLqLwTdHqIdPpNpRrGgViHtVgAhKdP# | rocklin_batch2_12892 | train | -0.818794 |
H#M#K#Q#QdFdTaRlEvQnIqIlEvLlMqYvKvAvYcKvKvHvKvKdKqLdNdRqVvErIlKvKvEpKpAsLhPdShYlVvTsInGcRvYnLvNvEhTnSdIsKvKvIsWvEvIvVsLvSvEvKvEd | rocklin_batch2_13143 | train | -0.429861 |
HdMdGdIpAvEnRvKvEvKvQvKlLvEvIvRlNvAlIlLlEvAlSqRvKvLcIcVvEpEpGnFlEvKpVdTfMlRcKsIsAqDvLsIvEvYhSdPsTvTvVsYcLvYnFdKvDtKsNvErIsLvFvHvLnHvQd | rocklin_batch2_13465 | train | -1.370798 |
H#M#NpKdPdDdYcSpIlIlNvEpIpEpDdRpMvTlRsGvIqAlKvKvAlYlTrKvKcFvKvEvNvAhPqFqPlEvIsAlQvFsVsKqDvSsLcVvEvAvEvKnYdSdEpEvFcDpSvIsIsSvRvIsSnSpMdVd | rocklin_batch2_13578 | test | -0.375439 |
H#M#T#A#Y#E#N#S#I#PqLqNvWvVlIqQvKlGlDvAvKlGvLaPhLdSdAsNvTlAsRvLlLlIcDvIlVqGhIrDdLvMvDsLsDnHvEvLsEnKvIvSsLvYvLqS#G#E#S#IdTdEsEvMvIvKvEvHpIsR#G# | rocklin_batch2_13745 | valid | -0.668415 |
H#M#KvFqYvKvMvIvDvEpSdDpEfKdIfEaNpPvEvIvMlIvFvQvIlIcEvLvVcSvSvTvTqYvScAqIpIpNvKcEvPpVhDhVpEvTvLcKvPvYvLnYvQvTvInRvTvIsIrIvNvHrQtSd | rocklin_batch2_13845 | train | 0.144291 |
H#M#G#TpLdSpLpLqVlQvKlLlMvAvVlGpLdEdGsAvKvAsSvEvIlVpEvRpFaDdRpEvRlIlEvRvQlIsNvAlLlPvSvRdKdIdKpSdSrRsTsGvFvLsIvRvAcIsEvLvDvIdPdVrEd | rocklin_batch2_14187 | train | -2.086072 |
H#M#I#P#Y#Q#D#P#LaPaKpGcAlEvEvSvLcLcSvKvYvPpGqFwEdIfTpGgVkHtFaVdNdDdTpNvFdIgGfYiKwVtRwLtEdRhGpEpDdRiEdEtIfStLaDhVnNnGsKhFgLd | rocklin_batch2_14252 | train | 0.082907 |
H#M#H#N#DpQvKvEvKlFlYvHvAlLlHvYpLdNdPpRvElQnQvIlLcMcMqRcYpGvLpIpGnHhEdEhLdThQlKcDrVvAcEvIvLvGvIhSdQsSvYvIsSvRvLsEpKvKvIsIvRvKsLsRvNvKsLsKvDvD# | rocklin_batch2_14546 | test | -1.207081 |
H#M#NvDvRlRlQvDvVvFvEvLvLlKvSpSdElRdPaVaSaAlAvDvLsAcHvKvFvGvVhTdRsQvVsIvVvAvDsIvAvLvLcRvAvSvDvIfDqIwVdSqTdNpRrGhYiIhLgKpAvNsLd | rocklin_batch2_14579 | valid | -1.488341 |
H#M#QdRwVdLkIdPfSpTlAqVwVdRdRdApEpMfTiGwVgYwVwQqGdDpNvGrKaPtQdLtRwQtVfRdLwGdLdPdQdGpDrMiVtEtVtLpSdGgLdRdVvGpDtQhVtAdVsEhPrQvAvAsAvRvVd | rocklin_batch2_14586 | test | -0.00749 |
H#MdFdDdVpRvWlEvQvGlYlAvLvAqAlAvYvAcQvEvYpGvNeLnDpVdPdRqDqYdKaTdApDvGgKdKrLsGsRvWvIlQvSvQvElQvAcYvEvQvKvKnLdSdEpEvQsIvSvRsLcEvMvIsGhMdQdWhGd | rocklin_batch2_14723 | train | -0.603683 |
H#MdVdRpKwVqKkVwIkHwVkYqLfIpFvEvKrRdNiYdYiFdSsSdVlTvGrIcFvRvHpLdSpEcDvQqIrGvIhKdQsSvTvLvSrHpNdTpEdDqTwIdVdThGpRtAiIiIiRgKiSdEtLdLd | rocklin_batch2_14753 | test | -3.188636 |
H#M#TdVdSdApDlQlTvAlAlDvAvVlIlKvLlIlNvAvIlGpTdVaSdElNpSsGpSvAsIlSvAvAsRvSvGsYlDvApLhTdDpTsQsKnKvLnVnTpNvYvNvKsLsTvQvAnEvQvVvFnSvSpLdPdSd | rocklin_batch2_14861 | train | 0.202637 |
H#MdAwNdSkLdLaVqTaAqQvAqGfGpQaKfLpFlNvFvLlKvRvSqLfHpAdEdNsNvEvIsHqRvWcIlRvTvGvQqVwRdIwNpKpKdRrTdKhArFrDdItVdHhEhNgDiEiIiRtIhPgPrFcAgLhNvRd | rocklin_batch2_14872 | train | -0.28354 |
H#M#F#AaGwEdWwKdQdDdApSvGaWiWaYtQqNtDpDvGrSdFtTdReNqGdWwQdNdIhSpGnKfQiYwYgFhNyErNvGrYhMtLdHeDpTdTaTrPpDvGgKfQhVhGySnDvGrStLtVd | rocklin_batch2_15055 | train | 0.066092 |
H#MdKkYdTfVqKwSdPqLaPkGfVfIwMaSdVaLpVdKdVqGfDdTwVdKaAqSaDdTfVgItSwLtEdAdMpKnMdEiNdAgIgHgApGnRhDtGdKgVwThSdIaDdVdNdVgGgDdSiVdLgEgGgHhTtLgVtTiId | rocklin_batch2_15068 | train | -0.386078 |
H#M#IfMwAwYkVwLkTdNlGvNqYwYtIwRaIqTdEpNvGrGdVtAdKtIdKrDdVpNvErAhQdIiYdLrTdMpEvKvAvKvEvRvLcEvKvAcPvSvKvTsKpGnYiYwImLaDtIpVvTvNrEdKtYgKd | rocklin_batch2_15259 | test | -2.556594 |
H#M#E#TwGpFqAlDvTlLlRvKvFlRcKvEvAvDvMhTdQlEcKrLlAcEvAqLqGvVhTdTsGvAvVnYvKcWsEnNvGvRnSdTdPdEpVpRvLsLlVvEsMvAcDvLvFsGvThSdVsDcAsLnLrDrYtKdVdRd | rocklin_batch2_15782 | train | -0.622446 |
H#M#DlIqGlKcNlIlQvTvIlRcYvAvNvKvLhTdQlDvQrVlIqAvKqLcNvLvMvGvIrShMdSdKsSvTrYnAnKcLsEnTvNvRvMdNdIdKdVpSvErLlVvAsLsAcKvIvFsHvThDdIsNvAsFd | rocklin_batch2_15868 | train | -2.431761 |
H#M#PdLqPdDvAqVlKvAvWcTcQvLqPfGqLdShEpSvLnVsAvYcLcYcTpRpLvHvIpTnTdLlTvDsLvElQvLcVlRvSvHvMvLsRvTvTdPpGsFrSdGgSdEsEvRsLnLnEvAvIsAvAvSvQvQd | rocklin_batch2_15896 | test | -0.985935 |
H#M#DdAwIdIfVaPaSdVqLfKfMhKaPpFvEvAnEqEvKvLqSvAvLrGqLeRhMeKdIaNpDeTeVdYaIdDpNpMhKdPaGrVgIwVhEdQwSpPpTdAgErEdDtVdKgThDhRhVyIiYyVtIyVgNyAd | rocklin_batch2_16076 | train | -0.403717 |
H#M#N#P#S#A#F#S#E#Y#SdFlEvLnLlQlSvAlLlLvKvKcKcIvDvEvNvLdSdNlQvTrIlAcRvDqAlGvVhSdEsAvFlVsQvKcVsLvTvNvNvVcKpRdPdSdVsKsNsRsVvRsMsIcSvYsLsGvLnDd | rocklin_batch2_16143 | train | -1.220848 |
H#M#T#VdLdSdEpRvElIlEvIlIlRvLvIvAvNvGvYdTdTlRvQnIvAcDvTvLvFvRhSdFsHvTvIsTvTvHsRvKvNvIsMcKvKsLvNvIhNdSdTnSvEvLsLnVvYvAcMpNvTvGvLsIdQdPd | rocklin_batch2_16432 | test | -3.787363 |
H#M#E#EdNaAlFvSvQqYlGvTvMqVlHvGvIlLvEvEcYvEvRvGvDvLdAdElWvEcLsVlDvSsFlKvVvRcFlEvKvErIrTpKhDaFdPdWdNdApYpVdDrLvKsEvSvYsFnNvDvGsVnRvFvFsEvNvFd | rocklin_batch2_16846 | test | -0.849278 |
H#M#E#G#V#SdPlQvTnVlQlEvHqIlRvRvFvIqAvAvEdDdP#AqSqPgLdSqDlEvAvLsRcEvAsLcGvNvLvGvIhNnAdSdRsRvTsVsAvKvYsRcGvEvMvGvIpP#S#S#A#Q#R#K#R# | rocklin_batch2_16864 | train | -0.05298 |
H#M#DdP#SaKdLeVqEeVdQeEpPqVdSfMlKqArLlScEvGsLvGvIhKdVsTvEvLvIqAcTcFcAcFpKvLvKvInGpGdKhNdIrNgSdMtLdSdNpDvErVsEvLvVvAcLvDvLsEvRhNrIyKdVyVd | rocklin_batch2_16947 | train | 0.164038 |
H#M#RdKlSvEvIlDvQvLlVlSvApLdTdPpRlElKnElIlMlDvLcVlVlQvGvRdHdNlRvEvIsAcNvIvLvGvIhSdPsRvTvVsEvVvHsKpSvRvVsMcMvKsLnQvVhEdSdVsPvDvLsVnRvLsSvLvG# | rocklin_batch2_16997 | test | -0.373021 |
HdMkEdIkIaEkAwFfAfDaEdTfVpFdRaNdEpEvNqGqYfTtVfLtVwVtKgArGdKpSdRtVaStAeVtGdIrMdPdPdIdAdVgGgEdKiLkRiIfTiGaDdWwTdEqHdPpVpYpGgRiQhIgKdVgQpSdImEdId | rocklin_batch2_17253 | test | -1.038456 |
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Description
This dataset contains aggregation propensity following 50°C stress for custom libraries of small protein domains. The data comes from high-throughput experimental measurements from Global Analysis of Aggregation Determinants in Small Protein Domains .
Splits
Protein Format: SA (Structurally-aware) sequences (AF2)
- Training: 9,774
- Validation: 1,279
- Test: 2,800
Label
The label is the protein's log2(fold change), reflecting how much of the protein remains soluble after 50°C stress. Therefore, more negative values indicate higher aggregation propensity whereas values closer to 0 indicate greater aggregation-resistance.
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Models trained or fine-tuned on cmartell/50C_Aggregation