FunctionLab/selene

a framework for training sequence-level deep learning networks

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/ 100
Emerging

Built on PyTorch, Selene provides specialized utilities for genomic sequence modeling including variant effect prediction and in silico mutagenesis analysis. The framework abstracts training workflows through a declarative configuration system and Python API, handling data loading, GPU acceleration, and evaluation pipelines so users focus on model architecture and biological interpretation. It supports both classification and regression tasks on biological sequences with integrated visualization tools for analyzing learned representations.

398 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 9 / 25
Community 24 / 25

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Stars

398

Forks

91

Language

Jupyter Notebook

License

BSD-3-Clause-Clear

Category

dna-sequence-ml

Last pushed

Dec 16, 2024

Commits (30d)

0

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