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Awesome GitHub RepositoriesGenomic Foundation Models
Pre-trained large-scale models providing general-purpose representations for genomic analysis.
Distinct from Genomic Sequence Interpreters: Candidates are either specific tools (Annotation) or analysis categories rather than foundation model identities.
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Awesome Genomic Foundation Models GitHub Repositories
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- arcinstitute/evo2
ArcInstitute/evo2
3,951Vezi pe GitHubevo2 is a genomic large language model and foundation model designed to predict, generate, and analyze genetic information across different species. It functions as a nucleotide sequence modeler and a DNA sequence generator, using transformer-based sequence modeling to process genomic data. The system provides capabilities for synthetic DNA generation, creating new genetic sequences based on biological prompts or species-specific tags. It also performs nucleotide likelihood prediction to score genomic variants and analyze biological properties within DNA sequences. The model supports genomic
Serves as a pre-trained biological model providing high-dimensional sequence embeddings for downstream genomic analysis.
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