Advanced Example

Advanced protein design workflow demonstrating JAX transformations.

Overview

This example shows how to leverage JAX’s performance features with PrxteinMPNN.

Code Example

"""Advanced PrxteinMPNN usage with JAX transformations."""

import jax
import jax.numpy as jnp
from jax import jit, vmap

Performance Features

• JIT Compilation: Faster execution for repeated operations

• Vectorization: Process multiple proteins simultaneously

• Memory Efficiency: Optimized for large-scale protein design

Notes

This example demonstrates the planned JAX integration features.