python-deepxde 1.12.1

Library for scientific machine learning

DeepXDE is a library for scientific machine learning and physics-informed learning. It includes implementations for the PINN (physics-informed neural networks), DeepONet (deep operator network) and MFNN (multifidelity neural network) algorithms.

Website: https://deepxde.readthedocs.io/en/latest/
Licenses: LGPL 2.1+
Package source: gnu/packages/machine-learning.scm
Builds: See build status
Issues: See known issues

Installation

Install python-deepxde 1.12.1 as follows:

guix install python-deepxde@1.12.1

Or install the latest version:

guix install python-deepxde

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.