diff --git "a/beta_lactamase_train.csv" "b/beta_lactamase_train.csv"
new file mode 100644--- /dev/null
+++ "b/beta_lactamase_train.csv"
@@ -0,0 +1,4159 @@
+,prot_seq,scaled_effect1
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+1993,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 7, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.9901247024536133
+1994,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 22, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.576411247253418
+1995,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 21, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.9797677993774414
+1996,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 14, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",-0.008030678145587444
+1997,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 7, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",1.0388368368148804
+1998,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 20, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.9497498869895935
+1999,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 11, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.7295289635658264
+2000,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 15, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 13, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",0.9611520767211914
+2001,"[20, 8, 12, 16, 21, 18, 10, 7, 5, 4, 12, 14, 18, 18, 5, 5, 18, 23, 4, 14, 7, 18, 5, 21, 14, 9, 11, 4, 7, 15, 7, 15, 13, 5, 9, 13, 16, 4, 6, 5, 10, 7, 6, 19, 12, 9, 4, 13, 4, 17, 8, 6, 15, 12, 4, 9, 8, 18, 10, 14, 9, 9, 10, 18, 14, 20, 20, 8, 11, 18, 15, 7, 4, 4, 23, 6, 5, 7, 4, 8, 10, 7, 13, 5, 6, 16, 9, 16, 4, 6, 10, 10, 12, 21, 19, 8, 16, 17, 13, 4, 7, 9, 19, 8, 14, 7, 11, 9, 15, 21, 4, 11, 13, 6, 20, 11, 7, 10, 9, 4, 23, 8, 5, 5, 12, 11, 20, 8, 13, 17, 11, 5, 5, 17, 4, 4, 4, 11, 11, 12, 6, 6, 14, 15, 9, 4, 11, 5, 18, 4, 21, 17, 20, 6, 13, 21, 7, 11, 10, 4, 13, 10, 22, 9, 14, 9, 4, 17, 9, 5, 12, 14, 17, 13, 9, 10, 13, 11, 11, 20, 14, 5, 5, 20, 5, 11, 11, 4, 10, 15, 4, 4, 11, 6, 9, 4, 4, 11, 4, 5, 8, 10, 16, 16, 4, 12, 13, 22, 20, 9, 5, 13, 15, 7, 5, 6, 14, 4, 4, 10, 8, 5, 4, 14, 5, 6, 22, 18, 12, 5, 13, 15, 8, 6, 5, 6, 9, 10, 6, 8, 10, 6, 12, 12, 5, 5, 4, 6, 14, 10, 6, 15, 14, 8, 10, 12, 7, 7, 12, 19, 11, 11, 6, 8, 16, 5, 11, 20, 13, 9, 10, 17, 10, 16, 12, 5, 9, 12, 6, 5, 8, 4, 12, 15, 21, 22]",1.0027726888656616
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