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Neural Operators!

Project description

neurop

Custom shields.io PyPI version shields.io PyPI pyversions shields.io

About neurop

neurop is a Python package implementing Neural Operators, which are a class of operating learning models. The package currently supports the following operator architectures -

  • Fourier Neural Operator (FNO)
  • Deep Operator Network (DeepONet)
  • Complex Neural Operator (CoNO)

Usage

neurop is published on PyPi and can be installed using pip -

pip install neurop

License

neurop is available under the MIT License.

Attribution

This project contains an independent implementation of the technique described in:

Karn Tiwari, N M Anoop Krishnan, Prathosh A P, "CoNO: Complex Neural Operator for Continuous Dynamical Systems," arXiv, 2023.
Inspired by the code from this repo, but not based on or derived from it.

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