/tools/ConFit

ConFit

luo-group/ConFit

35 stars12 forksPythonAdded February 8, 2026
summary

ConFit is a machine learning method that utilizes protein language models to learn the fitness landscape of proteins with limited experimental data. It employs a contrastive learning strategy to enhance predictions of protein-specific fitness, making it useful for applications in protein design and optimization.

description

Contrastive fitness learning: Reprogramming protein language models for low-N learning of protein fitness landscape

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