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pyfenicsad.jl's Introduction

PyFenicsAD.jl · Build FEniCS codecov

Automatic differentiation of FEniCS or Firedrake models in Julia

Installation

First find out the path to python that has FEniCS or Firedrake installed. Install FiniteElementChainRules (FECR) package that provides NumPy interface to FEniCS and Firedrake together with pushforwards and pullbacks

python -m pip install git+https://github.com/IvanYashchuk/fecr.git@master

Then in Julia run

ENV["PYTHON"] = "path/to/fenics_or_firedrake/python"
import Pkg
Pkg.build("PyCall")
] add https://github.com/IvanYashchuk/PyFenicsAD.jl

pyfenicsad.jl's People

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pyfenicsad.jl's Issues

Firedrake import fails with PyCall

julia> using PyCall
[ Info: Precompiling PyCall [438e738f-606a-5dbb-bf0a-cddfbfd45ab0]

julia> pyimport("numpy")
PyObject <module 'numpy' from '/home/firedrake/firedrake/lib/python3.6/site-packages/numpy/__init__.py'>

julia> pyimport("firedrake")
: CommandLine Error: Option 'debug-pass' registered more than once!
LLVM ERROR: inconsistency in registered CommandLine options

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