Models

Deepvariant

Deep learning-based variant caller that outperforms GATK HaplotypeCaller on most benchmarks. Requires GPU for practical runtimes.

Runnablealigned sequencing readsgoogle/deepvariant | 3,740 stars

Catalog entry

About this entry

Deep learning-based variant caller that outperforms GATK HaplotypeCaller on most benchmarks. Requires GPU for practical runtimes.

CategoryModels
StatusRunnable
Inputaligned sequencing reads
Outputvariant calls

Use in DarwinOmics

How to use it

Use this model when the submitted analysis depends on embeddings, predictions, scoring, generation, or model-backed comparison. Model output is treated as a reproducible analysis step, not as independent validation of a biological claim.