diff --git "a/data/membrane/val.csv" "b/data/membrane/val.csv" new file mode 100644--- /dev/null +++ "b/data/membrane/val.csv" @@ -0,0 +1,812 @@ +Sequence,Label +egtgaALgVeEPLLFLPLILIPSVFFILFLgFsnkqpkddffgAKddrrn,0 +gLeerLPgGILLsTVeTVagYvrkgslwpatfglaccaiemmstagprfdiarfgmerfsatprqadlmivagrvsqkmapvlrqiydqmvepkwvlamgvcassggmfnnyavvqgvdhvvpvdiylpgcpprpemllhailklhdkiqqmplgvnreeaireaeqaalavpptielkgllr,1 +MtIAFQSAVFALIAISLLLVIGVPValaspdgwsssknVVFSGVSLWIGSVLFVGILNsFis,0 +mtIAFQSAVFALIAISLLLVIGVPValaspdgwsssknVVFSGVSLWIGSVLFVGILNsFis,0 +nhaagILTM,0 +saaTGWVVLFVAVALVVWFVSLdMrhlvgpdegryaeisremfasgdWvtirynalkyfekPPFHmWVtvVGyeLFglgeWqaRLAVALSGLLGIGVSMMAARrWFgARAAAFTGLALLAAPMWSVAAHFnTLDMTLAGVMSCVLAFMLMGQhpdasvaARRGWMVACWAAMGVAILTKGLVGIALPGLVLVVYTLVtrdwgLWrRLHLALGVVVMLVITVPWFYLvSVrnpefpnfFFIhehwqrrsGSVFYFLPLVIGGFLPWAGIFPKLWTAMrarFRPALMAGIWAIAIFVFFSISRSKLPGYIVPVIPALGILAGVALdrLsprSWGKQLIGMAIVAACGLLASPVvatlnanhipnsfyrayAVWVAVAFVVMLLGIAVARLLlrrgVLPSVAVYAMGMYLGFTVALLghetvgrpasgadiapqiaqkltpemplygvqmldhtlpfylrhplmmvgqadeltfgatvepqrvvpdvdsftklwkngqpamavmspdtylalaptlsmyvvardwrrvvvanvaslagpq,1 +frsrlrklfshrfqVIIICLVVLDALLVLAELLLDLKVTAFHYMSFAILVFFMLDLGLrIFaygftnPWEVADGLIVVVSFVLDLVLLFFEALGLLILLRLWRVARIINGIIIsrmkqledkieellskiyhleneiarl,1 +gqdpItseSegIWNHFFVYPMSWLITTVANLLnGSYGLSIIIVTILIRLALLPLTLKQQksmramqvirpemeaiqkkykekaskdPkvqqemqkellglyqkhgvNPMAGCLPLFIQLPILMAFYFAIMRTeeIRyHTFLWFDLGQPDYILPFVAGITTYFQFkMTmshqmqmKVMLYVMPVMIIIAGLSLPSALSLYWVIGNIFMIIQTY,0 +qlipnispDSFTVAASTGMlsgkshemlydaetgrkisqldwkiknvaILKGDISWDPYsFLTLNARGWTsLasgsgnmddydwmnenqsewtdhsshpatnvnhanEYDLNVKGWLLqdenYKAGITAGYQEtrfswtatggsysynngaytgnfpkgvrvigynqrfsMPYIGLAGQYRinDFELNALFKFSdWvrahdndehymrdltfrektsgsrYYGTVINAGYYVtpNAKVFAEFTYSkydesiggdaagisnkNYTVTAGLQYRFg,0 +LIPNISPDSFTVAASTGMlsgkshemlydaetgrkisqldwkiknvaILKGDISWDPYSFLTLNARGWTsLasgsgnmdnydwmnenqsewtdhsshpatnvnhanEYDLNVKGWLLqdenYKAGITAGYQetrfswtatggsysynngaytgnfpkgvrvigynqrfsMPYIGLAGQYRinDFELNALFKFSdwvrahdndehymrdltfrektsgsrYYGTVINAGYYVTpNAKVFAEFTYSkydegkggtqtidaagisnknYTVTAGLQYRFG,0 +ssqlipnispdSFTVAASTGMLsgkshemlydaetgrkisqldwkiknvAILKGDISWDPYsFLTLNARGWTsLasgsgnmddyawmnenqsewtdhsshpatnvnhanEYDLNVKGWLLqdenYKAGITAGYQEtrfswtatggsysynngaytgnfpkgvrvigynqrfsMPYIGLAGQYRindFELNALFKFSdWvrahdndehymrdltfrektsgsrYYGTVINAGYYVtpNAKVFAEFTYSkydegkggtqtidknsgdsvsiggdaagisnkNYTVTAGLQYRFgg,1 +aarwdlcidqavvfiedaiqyrsinhrvdassmwlyrryysnvcqRTLSFTIFLILFLAFIETPSSLtstadvryraapWePPCGLTESVEVLCLLVFAADlsvkgylfgwahfqknlwlLGYLVVLVVSLVDWTVSLSLVCHEPLRIRRLLRPFFLLQNssmMkktLkcIrwsLpEMASVGLLLAIHLCLFTMFGMLLFagltyFqNLPESLTSLLVLLTTANNPDVMipAYskNRAYAIFFIVFTVIGSLFLMNLLTAIIysqfrgylmkslqtslfrrrlgtraafevlssmvgavgvkpqnllqvlqkvqldsshkqammekvrsygsvllsaeefqklfneldrsvvkehpprpeyqspFlqsaqfLfghyYFDYLGNLIALANLVSICVFLVldadvlpaerddfILGILNCVFIVYYLLEMLLKVFAlgLrgYLsYPSNVFDGLLTVVLLVLEISTLAvyrlslwDMTRMLNMLIVFRFLRIIPSMkpMavVastVlgLVqnMRAFGGILVVVYYVFAIIGINLFrgvivalsapcgsfeqleYwANNFDDFAAALVTLWNLMVVNNWQVFLdaYrrysgPWSKIYFVLWWLVSSVIWVNLFLAlIlenflhkw,0 +ngemHDINVTPFIDVMLVLLiifmvaapl,1 +ngeMHDINVTPFIDVMLVLLIifmvaaplat,1 +ytmslgaensvaysnnsiaiptnftisvtteilpvsmtktsvdctmyicgdstecsnlllqygsfctqlnraltgiaveqdkntqevfaqgfikqygdclgdIAArdLIcaqkfngltvlpplltDEMIAQYTSALLAGTITSGWTFGAGAALQIPFAMQMayrfngigvtqnvlyenqklianqfnsaigkiqdslsstasalgklqdvvnqnaqalntlvkqlssnfgaissvlndilsrldkveaevqidrlitgrlqslqtyvtqqliraaeirasanlaatkmsecvlgqskrvdfcgkgyhlmsfpqsaphgvvflhvtyvpaqeknfttapaichdgkahfpregvfvsngthwfvtqrnfyepqiittdntfvsgncdvvigivnntvydplqpeldsfkeeldkyfknhtspdvdlgdisginasvvniqkeidrlnevaknlneslidlqelgkyeqyikWPWYIWLGFIAGLIAIVMVTIMLccmtsccsclkgccs,0 +ytmslgaensvaysnnsiaiptnftisvtteilpvsmtktsvdctmyicgdstecsnlllqygsfctqlnraltgiaveqdkntqevfaqgfikqygdclgdiAArdLIcaqkfngltvlpplltDEMIAQYTSALLAGTITSGWTFGAGAALQIPFAMQMayrfngigvtqnvlyenqklianqfnsaigkiqdslsstasalgklqdvvnqnaqalntlvkqlssnfgaissvlndilsrldkveaevqidrlitgrlqslqtyvtqqliraaeirasanlaatkmsecvlgqskrvdfcgkgyhlmsfpqsaphgvvflhvtyvpaqeknfttapaichdgkahfpregvfvsngthwfvtqrnfyepqiittdntfvsgncdvvigivnntvydplqpeldsfkeeldkyfknhtspdvdlgdisginasvvniqkeidrlnevaknlneslidlqelgkyeqyikWPWYIWLGFIAGLIAIVMVTIMLccmtsccsclkgccs,1 +ytmslgaensvaysnnsiaiptnftisvtteilpvsmtktsvdctmyicgdstecsnlllqygsfctqlnraltgiaveqdkntqevfaqgfikqygdclgdiaArdLIcaqkfngltvlpplltDEMIAQYTSALLAGTITSGWTFGAGAALQIPFAMQMayrfngigvtqnvlyenqklianqfnsaigkiqdslsstasalgklqdvvnqnaqalntlvkqlssnfgaissvlndilsrldkveaevqidrlitgrlqslqtyvtqqliraaeirasanlaatkmsecvlgqskrvdfcgkgyhlmsfpqsaphgvvflhvtyvpaqeknfttapaichdgkahfpregvfvsngthwfvtqrnfyepqiittdntfvsgncdvvigivnntvydplqpeldsfkeeldkyfknhtspdvdlgdisginasvvniqkeidrlnevaknlneslidlqelgkyeqyikWPWYIWLGFIAGLIAIVMVTIMLccmtsCcsclkgccs,0 +MLTLLIVLPVIGALLMPLLPERVLRSVALVIAGLTFALSLWMLTqfdvhqsalqftefvpWLlpLgLnYsLgvdgLSLPLIVLGTFLTLGVVFTGEktGQRLFYALVLLANAGITGALAAqnLLLFFLFYELELVPFYLLILIWGgqRREQAAVKFLIYTAVSGILVLAaFLamgwlthapsfdsadiqiaglapttqgillLLLILGFGIKMPLVPLHSWLPDAYVEASTPTAILLGGALAKLGAYGLVrfalgyfpeawaqfsgLLAIVAAVGIAYGALAAIAQKDIKRMVAYSSIGHMSYVLLAaaahthlsmvGAIAQMISHGLILALLFYLVGVIetkvgtReLnvlnglLnplrglPTTSALLILGGMASAGIPGLVGFVAEFLIFqgsygmfpLPTLVAVVGTGLTAVYFVIMINRTCFgrldnrtayyprvvWSEKMPALVLTLLIVFLGVQPTWLVrWsettsaqivaa,0 +mAvSTELLVLGVYGALAGLYLLVVPAIVyaylnarwyvassFerAFmYFLVTFFFPGLLLLapfinfrpqprslns,0 +avsTELLVLGVYGALAGLYLLVVPAIVyaYlnarwyvassFerAFmYFLVTFFFPGLLLLapFinfrpqprsln,0 +vsTELLVLGVYGALAGLYLLVVPAIVYaYlnarwyvassFerAFMYFLVTFFFPGLLLLapFinfrpqprsln,1 +gkstykipdftpylkkdrntDANRLFSYFMIGSFGMLSAAGAKATVQDFLSNMsasadvlama,1 +vspktrtsnlkngltiasesnplvqtatvgvwidagsrnenaynngtahffehlafkgtdkrsqhqleldienmgghlnaytsrestvyyaksfkddvpksveiladilqhsklaesaidrerevitreleevnkqyeevvfdhlhatafmnqplgrtilgpreniqtitntelrkfitenytadrmvlvgagavdhdalvelaekyfshlpssqspvplgtpipnfvgsevrlrddtmpvahiaiavegvswtsedyytalvaqaiignydravgtsrhqgsrlsnivsennlansfqsfstsysdtglwgiyltsenttqiddlvhftlkewnrlstsvsnlqveraksqlkaglllsldgttyvaedigrqlttlgrrvtpaeveakleavtehdvrawaqktlydkdialvglgpieglydynrirndmsmMRW,1 +ymgwwghmgsppqkgiagytispfaarPFAGVVHAAIFNTFRRTKNQALFVILPVSFFYYVWTQAseknewlytkagrhelakal,1 +AAGaTFdLSLFVAQKMYRFSRAALWIGTTSFMILVLPVVFEteklqmeqqqqlqqrq,0 +AgaTFdlSlfVAQKMYRFSRAALWIGTTSFMILVLPVVFEteklqmeqqqqlqqrq,0 +AGaTFdLSLFVAQKMYRFSRAALWIGTTSFMILVLPVVFeteklqmeqqqqlqqrq,1 +aAgaTFdlSlfVAqKMYRFSRAALWIGTTSFMILVLPVVFeteklqmeqqqqlqqrq,1 +MTLFHFGNCFALAYFPYFITYKCSgLseynaFWKCVQAGVTYLFVQLCKMLFLATFFPtweggiYdFIGEFMKASVDVADLIGLNLVMsRnagkgeyKIMVAALGWATAELIMSRCIPLWVGARgieFDWKYIQMSIDSNISLVHYIVASAQVWMITrydlyHTFRPAVLLLMFLSVYKAFVMETFVhlcsLgSWTALLARAVVTGLLALSTLALYvavvnvhs,0 +avgpvtgmfkrrIVTDFSVTMILGTLGACYWWFGyhkpaarqreefyvklaaekn,0 +sysMEHFRWgkpv,0 +SysMEHFRWGkpvgkkrr,0 +GGCFvgsrdpnetrypkapmplqnqtstlktaaqntpgareaaalrdrvtplnlqqvneqdvagndplgsparvvldegemyrdpveiyregralfqnncvgchghngcgnvprstnftdpgwqennsdggiyssiyngkgigngggampayynqlspqqirylvaylrafkgrqcnglptlsdvermvaerq,0 +mllvkaVKVLVMGGCMLPIAFGALGTGvlfagfnvalsrnpeeteslfnntlmgFALIETFIFMSIGLGFFVLFArgyfrttnkqglninsvlqdhgldefdsielamqveedlgyvisaetipvlnkvkhfvnyinhveqfkaengkapia,0 +mqnttNIVHVPVHMGHTHYFDyidsfpklkegptleenhitnqkilreqlisgqqgleqnlclrncfklsqkryiefcldrkcggadfqraatilgytkmllVKAVKVLVMGGCMLPIAFGALgtgvlfagfnvalsrnpeeteslfnntlmg,0 +mgirvfdvwkkykyykkpQdrLKeIIFrkpfheelwvlkginleiekgevlgivgpngagkstllkvitgvtepdkgfversgkvvgllelgtgfnyelsgleniyvnasllglsrreideklesiiefselddfinkplktyssgmimrlafsiaihtepecfiidqalavgdahfqqkcfrklkehkqkggsiifvshdmnavkilcdraillhkgeiieegspetvtqayyklkl,0 +vltpcqqseafhkreinevrtlenrqanyeanspsylalqsqidqvhkrfdkygtllcgqdglphlITDGDWrHAREFTIPALLFLYITGWIGWVgrsylkytketknpteqeiildvpmaLkYMLSGFLWPLSAwqeyrsgqllakedeitvsp,0 +fasqaVAKPYFVFALILFVGQILFGLIMGLQyVVgdFLfpAIpfnVARMVHTNLLIVWLLFGFMGAAYYLVpeesdcelyspKLAWILFWVFAAAGVLTILGYLLVpyagLarLTGneLWpTmgREFLEQPTISKAGIVIVALGFLFNVGMtvlrgrktAISMVLMTGLIGLALLFLFSFYnpenltrdkFYWWWVVHLWVEGVWELIMGAILAfVlvkitgvdrevieKWLYVIIAMALISGIIGTGHHYFwigvpgYWLWLGSVFSALEPLPFFAMVLFAFntinrrrrdypnravaLWAMGTTVMAFLGAGVWGFMHTLAPVNyyThgtQLTAAHGHMAFYGAYAMIVMTIISyaMprlrgigeamdnrsqvLEMWGFWLMTVAMVFITLFLSAAGVlqvwlqrmpadgaamtfmatqdqLAIFYWLREGAGVVFLIGLVAYLLSF,1 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+lnrpnmVSVGTIVWLSSELMFFAGLFAMYFtaraqaggawppeptelNLALAVPVTLVLIASSFTCQMGVfaaergdvfgLRRWYVITFLMGLFFVLGQGYEYIhlvehgttipgsaygsVFYLATGFHGLHVIGGLVAFVLLLARtkmskftpaqatAAIVVSYYWHFVDIVWIALFATIYFVR,0 +mtsavgtsgtaitsrvhslnrpnmVSVGTIVWLSSELMFFAGLFAMYFtaraqaggawppeptelNLALAVPVTLVLIASSFTCQMGVFaaergdvfGLRRWYVITFLMGLFFVLGQGYEYihlvehgttipgsaygsVFYLATGFHGLHVIGGLVAFVLLLARTKMskftpaqaTAAIVVSYYWHFVDIVWIALFATIYFVR,1 +nrpnmVSVGTIVWLSSELMFFAGLFAMYFtaraqaggawppeptelnLALAVPVTLVLIASSFTCQMGVFaaergdvfGLRRWYVITFLMGLFFVLGQGYEYihlvehgttipgsaygsvFYLATGFHGLHVIGGLVAFVLLLARtKmskftpaqatAAIVVSYYWHFVDIVWIALFATIYFVr,0 +nrpnmVSVGTIVWLSSELMFFAGLFAMYFtaraqaggawppeptelNLALAVPVTLVLIASSFTCQMGVfaaergdvfgLRRWYVITFLMGLFFVLGQGYEYIhlvehgttipgsaygsVFYLATGFHGLHVIGGLVAFVLLLARtkmskftpaqatAAIVVSYYWHFVDIVWIALFATIYFVr,1 +qlvlaakyiGAGISTIGLLGAGIGIAIVFAALINgvsrnpsikdtVFPMAILGFALSEATGLFCLMVSFLLLF,0 +qlvlaakyiGAGISTIGLLGAGIGIAIVFAALINgvsrnpsikdtVFPMAILGFALSEATGLFCLMVSFLLLFg,0 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+sisglseaeakeFHsIFVTSFFLFIVVAVVAHILAWMwrpWlpkatgy,0 +sisglseaeakeFhsIFVTSFFLFIVVAVVAHILAWMwrpWLpkatgy,1 +sisglseaeakeFhsIFVTSFFLFIVVAVVAHILAWMWrpWLpkatgy,0 +MHIMEGYLPVTHAIGWSLAAAPFVVAgalkirkivaerpearmtlaaagafafvlsalkipsvTgScshpTgTglgavvfgpsvmAvlgVivLLfqAlllAHGGLTTLGANAFSMAIVGPWVAfgVykLagkagasmavavflaaFLGDLATYVTTSLQLALAYPDpaSGFLGAALKFGSVFALTQIPLAIaegfltvivvdalagk,1 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