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Neural Operators in JAX

Project description

This is neojax-operators (Neural Operators in jax), a port of the popular neural operators pytorch library to jax. It is built on top of jax and equinox and provides the same API as the original pytorch library.

Installation

Install the python package via pypi

pip3 install neojax-operators

Quickstart

neojax-operators exposes the same API as neuraloperators and can therefore be used as a drop-in replacement:

from neojax.models import FNO
operator = FNO(n_modes=(64, 64),
               hidden_channels=64,
               in_channels=2,
               out_channels=1)

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