Deep learning library for solving differential equations

Installers

conda install

  • linux-64  v0.2.0
  • osx-64  v0.2.0
  • win-64  v0.2.0
To install this package with conda run:
conda install -c conda-forge deepxde

Description

DeepXDE is a deep learning library for solving differential equations on top of TensorFlow. Use DeepXDE if you need a deep learning library that solves partial differential equations (PDEs), solves integro-differential equations (IDEs), solves fractional partial differential equations (fPDEs), solves inverse problems for differential equations, approximates functions from a dataset with/without constraints, and approximates functions from multi-fidelity data.

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