dolfinx VS pykokkos

Compare dolfinx vs pykokkos and see what are their differences.

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dolfinx pykokkos
18 2
777 104
5.0% 3.8%
9.7 8.7
3 days ago about 2 months ago
C++ Python
GNU Lesser General Public License v3.0 only -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dolfinx

Posts with mentions or reviews of dolfinx. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-19.

pykokkos

Posts with mentions or reviews of pykokkos. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-10.
  • A new software
    3 projects | /r/CFD | 10 Jun 2021
    I see more and more Pythonic solvers due to JIT and similar techniques (Disclaimer: I don't use them to make solvers). This is an old diagram what you can use in your implementation. As I use Kokkos for two of my projects, I find attractive this new pykokkos thing. But there are specific libraries (dialects?) for numerics: like Taichi, Fenics and DOLFINx, etc.
  • pykokkos-base available in PyPi (numpy and cupy array interoperability)
    3 projects | /r/Python | 13 May 2021
    Making these bindings available was a critical step in the progress toward writing Kokkos in native Python via pykokkos, which is currently available for Linux + Python 3.8 + GCC 7.5 + CUDA 10.2 toolchains.

What are some alternatives?

When comparing dolfinx and pykokkos you can also consider the following projects:

Gridap.jl - Grid-based approximation of partial differential equations in Julia

kokkos - Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction

mfem - Lightweight, general, scalable C++ library for finite element methods

kokkos-python - Python bindings for data interoperability with Kokkos (View, DynRankView)

taichi - Productive, portable, and performant GPU programming in Python.

ModelingToolkit.jl - An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

libmesh - libMesh github repository

FreeFem-sources - FreeFEM source code

rodin - Modern C++20 finite element method and shape optimization framework.

seed7 - Source code of Seed7

moose - Multiphysics Object Oriented Simulation Environment

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