'Which machine learning methods can I use to predict DNA Sequences?

I have a dataset of DNA Sequences related to Covid-19 and I simply want to predict possible future sequences based on the existing sequences.

DNA Sequences are consist of 4 letters and 4 letters only, A,G,T and C. So a chunk of a sequence would look like

"ATGGAGAGCCTTGTCCCTGGTTTCAACGAGAA"

Any advice or help regarding how to predict future mutations based on these existing data would be a lot of help.



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