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deepxde

A library for scientific machine learning and physics-informed learning

  • neural-network
  • deep-learning
  • scientific-machine-learning
  • pinn
  • multi-fidelity-data
  • operator
  • pytorch
  • physics-informed-learning
  • jax
  • deeponet
  • paddle
  • pde
  • tensorflow
View on GitHub
Stars
4,454
Forks
997
+ today
+1
Created
7y

Ranking data as of October 5, 2026 (UTC).

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4,454 stars
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Overview

A library for scientific machine learning and physics-informed learning It ranks #2439 on GitTiger, gaining +1 star on October 5, 2026 (UTC).

The project is written in Python and has 997 forks. It was created 7y ago.

Installation
git clone https://github.com/lululxvi/deepxde.git
cd deepxde
# see README for setup