minkikang/rna2protein

RNA → Protein Translation Dataset

Description

This dataset contains randomly generated RNA sequences (A, U, C, G) and their translated protein sequences using the standard genetic code. Each RNA sequence is a complete open reading frame (ORF):

• Starts with the start codon AUG
• Ends with one of the stop codons (UAA, UAG, UGA)
• Contains only valid sense codons in the middle
• Translation stops at the stop codon, producing a proper protein sequence

This dataset is suitable for sequence-to-sequence learning tasks such as training models to translate RNA sequences into proteins.

Dataset Structure

• Fields
  • src: input RNA sequence (string)
  • tgt: translated protein sequence (string)
• Splits
  • train: 240 samples
  • validation: 60 samples
  • test: 60 samples