> ## Documentation Index
> Fetch the complete documentation index at: https://proto.evodesign.org/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Gradient

> Gradient generators optimize a differentiable representation of the sequence and pair with the gradient optimizer.

Gradient generators optimize a differentiable representation of the sequence and pair with the gradient optimizer.

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  <a href="/docs/language/generators/position-weight" class="tool-catalog-card">
    <img noZoom class="card-art" src="https://proto-bio.github.io/proto-assets/images/generator/position-weight/carousel.png" alt="" loading="lazy" />
  </a>
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