diff --git "a/bace_classification_train.csv" "b/bace_classification_train.csv" new file mode 100644--- /dev/null +++ "b/bace_classification_train.csv" @@ -0,0 +1,1211 @@ +smiles,selfies,target +CN1C(=O)[C@@](c2ccc(OC(F)F)cc2)(c2ccc(F)c(C#CCCCF)c2)N=C1N,[C][N][C][=Branch1][C][=O][C@@][Branch1][P][C][=C][C][=C][Branch1][#Branch1][O][C][Branch1][C][F][F][C][=C][Ring1][#Branch2][Branch2][Ring1][Ring2][C][=C][C][=C][Branch1][C][F][C][Branch1][#Branch1][C][#C][C][C][C][F][=C][Ring1][=N][N][=C][Ring2][Ring1][=N][N],1 +CN1C(=O)[C@@](c2ccc(OC(F)F)cc2)(c2cccc(C#CCF)c2)N=C1N,[C][N][C][=Branch1][C][=O][C@@][Branch1][P][C][=C][C][=C][Branch1][#Branch1][O][C][Branch1][C][F][F][C][=C][Ring1][#Branch2][Branch1][#C][C][=C][C][=C][C][Branch1][Branch1][C][#C][C][F][=C][Ring1][#Branch2][N][=C][Ring2][Ring1][#Branch2][N],1 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+COc1cccc([C@@]2(c3ccccc3)[NH+]=C(N)N3CCCN=C32)c1,[C][O][C][=C][C][=C][C][Branch2][Ring1][O][C@@][Branch1][=Branch2][C][=C][C][=C][C][=C][Ring1][=Branch1][NH1+1][=C][Branch1][C][N][N][C][C][C][N][=C][Ring1][=Branch1][Ring1][S][=C][Ring2][Ring1][=Branch1],0 +NC1=[NH+]C(c2ccccc2)(c2cccc(C(F)(F)F)c2)C2=NCCCN21,[N][C][=NH1+1][C][Branch1][=Branch2][C][=C][C][=C][C][=C][Ring1][=Branch1][Branch2][Ring1][Ring1][C][=C][C][=C][C][Branch1][=Branch2][C][Branch1][C][F][Branch1][C][F][F][=C][Ring1][#Branch2][C][=N][C][C][C][N][Ring1][=Branch1][Ring2][Ring1][=Branch2],0 +CC(C)(C)c1cccc([C@@]2(c3ccccc3)[NH+]=C(N)N3CCCN=C32)c1,[C][C][Branch1][C][C][Branch1][C][C][C][=C][C][=C][C][Branch2][Ring1][O][C@@][Branch1][=Branch2][C][=C][C][=C][C][=C][Ring1][=Branch1][NH1+1][=C][Branch1][C][N][N][C][C][C][N][=C][Ring1][=Branch1][Ring1][S][=C][Ring2][Ring1][=Branch1],0 +CN1C(=O)[C@@](c2ccsc2)(c2cccc(-c3cccnc3)c2)N=C1N,[C][N][C][=Branch1][C][=O][C@@][Branch1][Branch2][C][C][=C][S][C][=Ring1][Branch1][Branch2][Ring1][Ring1][C][=C][C][=C][C][Branch1][=Branch2][C][=C][C][=C][N][=C][Ring1][=Branch1][=C][Ring1][N][N][=C][Ring2][Ring1][#Branch1][N],1 +CCC(=O)c1cc(C2(c3cccc(-c4cccnc4F)c3)N=C(N)N(C)C2=O)cs1,[C][C][C][=Branch1][C][=O][C][=C][C][Branch2][Ring2][=Branch1][C][Branch2][Ring1][Ring2][C][=C][C][=C][C][Branch1][#Branch2][C][=C][C][=C][N][=C][Ring1][=Branch1][F][=C][Ring1][=N][N][=C][Branch1][C][N][N][Branch1][C][C][C][Ring2][Ring1][Ring2][=O][=C][S][Ring2][Ring1][#Branch2],1 +CN1C(=O)C(c2ccsc2)(c2ccc(F)c(-c3cccnc3F)c2)N=C1N,[C][N][C][=Branch1][C][=O][C][Branch1][Branch2][C][C][=C][S][C][=Ring1][Branch1][Branch2][Ring1][#Branch1][C][=C][C][=C][Branch1][C][F][C][Branch1][#Branch2][C][=C][C][=C][N][=C][Ring1][=Branch1][F][=C][Ring1][=C][N][=C][Ring2][Ring1][=Branch2][N],1 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+CC(C)c1cc(C2(c3cccc(-c4cncnc4)c3)N=C(N)N(C)C2=O)ccn1,[C][C][Branch1][C][C][C][=C][C][Branch2][Ring2][Branch1][C][Branch2][Ring1][Ring1][C][=C][C][=C][C][Branch1][=Branch2][C][=C][N][=C][N][=C][Ring1][=Branch1][=C][Ring1][N][N][=C][Branch1][C][N][N][Branch1][C][C][C][Ring2][Ring1][Ring1][=O][=C][C][=N][Ring2][Ring1][#Branch2],1 +Cc1cc([C@]2(c3cccc(-c4cncnc4)c3)N=C(N)N(C)C2=O)ccn1,[C][C][=C][C][Branch2][Ring2][Branch1][C@][Branch2][Ring1][Ring1][C][=C][C][=C][C][Branch1][=Branch2][C][=C][N][=C][N][=C][Ring1][=Branch1][=C][Ring1][N][N][=C][Branch1][C][N][N][Branch1][C][C][C][Ring2][Ring1][Ring1][=O][=C][C][=N][Ring2][Ring1][#Branch2],1 +Cc1cc([C@]2(c3cccc(-c4cncnc4)c3)N=C(N)N(C)C2=O)cc(C)n1,[C][C][=C][C][Branch2][Ring2][Branch1][C@][Branch2][Ring1][Ring1][C][=C][C][=C][C][Branch1][=Branch2][C][=C][N][=C][N][=C][Ring1][=Branch1][=C][Ring1][N][N][=C][Branch1][C][N][N][Branch1][C][C][C][Ring2][Ring1][Ring1][=O][=C][C][Branch1][C][C][=N][Ring2][Ring1][O],0 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+CC[C@H](C)[C@@]1(NC(C)=O)CCN([C@@H](CCc2ccccc2)C(=O)N[C@@H](Cc2ccccc2)[C@H](O)C[NH2+]Cc2cccc(OC)c2)C1=O,[C][C][C@H1][Branch1][C][C][C@@][Branch1][#Branch1][N][C][Branch1][C][C][=O][C][C][N][Branch2][Branch1][C][C@@H1][Branch1][O][C][C][C][=C][C][=C][C][=C][Ring1][=Branch1][C][=Branch1][C][=O][N][C@@H1][Branch1][#Branch2][C][C][=C][C][=C][C][=C][Ring1][=Branch1][C@H1][Branch1][C][O][C][NH2+1][C][C][=C][C][=C][C][Branch1][Ring1][O][C][=C][Ring1][Branch2][C][Ring2][Ring2][#Branch2][=O],1 +CCCC(O)C1CCN(C(CCc2ccccc2)C(=O)NC(Cc2cc(F)cc(F)c2)C(O)C[NH2+]Cc2cccc(OC)c2)C1=O,[C][C][C][C][Branch1][C][O][C][C][C][N][Branch2][Branch1][Branch2][C][Branch1][O][C][C][C][=C][C][=C][C][=C][Ring1][=Branch1][C][=Branch1][C][=O][N][C][Branch1][S][C][C][=C][C][Branch1][C][F][=C][C][Branch1][C][F][=C][Ring1][Branch2][C][Branch1][C][O][C][NH2+1][C][C][=C][C][=C][C][Branch1][Ring1][O][C][=C][Ring1][Branch2][C][Ring2][Ring2][Branch2][=O],1 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+COCC1CCN(C(CCc2ccccc2)C(=O)NC(Cc2cc(F)cc(F)c2)C(O)C[NH2+]Cc2cccc(OC)c2)C1=O,[C][O][C][C][C][C][N][Branch2][Branch1][Branch2][C][Branch1][O][C][C][C][=C][C][=C][C][=C][Ring1][=Branch1][C][=Branch1][C][=O][N][C][Branch1][S][C][C][=C][C][Branch1][C][F][=C][C][Branch1][C][F][=C][Ring1][Branch2][C][Branch1][C][O][C][NH2+1][C][C][=C][C][=C][C][Branch1][Ring1][O][C][=C][Ring1][Branch2][C][Ring2][Ring2][Branch2][=O],1 +CCCCC1CCN(C(CCc2ccccc2)C(=O)NC(Cc2cc(F)cc(F)c2)C(O)C[NH2+]Cc2cccc(OC)c2)C1=O,[C][C][C][C][C][C][C][N][Branch2][Branch1][Branch2][C][Branch1][O][C][C][C][=C][C][=C][C][=C][Ring1][=Branch1][C][=Branch1][C][=O][N][C][Branch1][S][C][C][=C][C][Branch1][C][F][=C][C][Branch1][C][F][=C][Ring1][Branch2][C][Branch1][C][O][C][NH2+1][C][C][=C][C][=C][C][Branch1][Ring1][O][C][=C][Ring1][Branch2][C][Ring2][Ring2][Branch2][=O],1 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