Replaces traditional motif discovery with diffusion-based generative modeling of regulatory DNA sequences. Synthesizes cell-type specific sequences by learning the underlying distribution of genomic regulatory elements.
Tech Stack
PythonBiology & Biotechnology
Why DNA-Diffusion?
• Generates novel regulatory sequences
• Captures complex DNA motifs
• State-of-the-art diffusion architecture
Limitations
• Requires significant GPU resources
• Experimental biological validation needed
• Complex hyperparameter tuning
3/5/2026
Last Update
60
Forks
3
Issues
Other
License
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