metadata
license: mit
language:
- en
tags:
- seq2seq
- dna
- protein
- eb502
DNA → Amino Acid Translation Dataset (EB502 HW1)
Description
This dataset contains randomly generated DNA sequences (A, C, G, T) of fixed length (e.g., 30 nucleotides), and their corresponding amino acid sequences translated using the standard genetic code.
Each example is a simple sequence-to-sequence pair:
src: input DNA sequence (string)tgt: output amino acid sequence (string)
Stop codons (TAA, TAG, TGA) terminate translation, and empty translations are filtered out.
This dataset is created as part of KAIST EB502 (Seq2Seq Data HW1).
Dataset Structure
Fields
src: DNA sequence, composed of 'A', 'C', 'G', 'T'tgt: translated amino acid sequence, using standard codon table
Splits
train(~80% of samples)validation(~10% of samples)test(~10% of samples)
Intended Use
This dataset is intended for educational purposes, to practice:
- Sequence-to-sequence data preparation
- Training simple translation models
- Using Hugging Face Datasets and Hub
License
MIT License.