pyopencl VS arrayfire-python

Compare pyopencl vs arrayfire-python and see what are their differences.

pyopencl

OpenCL integration for Python, plus shiny features (by inducer)
Python GPU Opencl heterogeneous-parallel-programming Nvidia Cuda Amd Performance Array multidimensional-arrays parallel-computing shared-memory parallel-algorithm prefix-sum Reduction Sorting pyopencl OpenGL Scientific Computing
Source Code
mathema.tician.de
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arrayfire-python

Python bindings for ArrayFire: A general purpose GPU library. (by arrayfire)
python-bindings Opencl Cuda GPU Python Arrayfire Gpgpu HPC
Source Code
arrayfire.com
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pyopencl arrayfire-python
2 2
1,030 413
- 0.2%
8.1 2.4
5 days ago about 1 year ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
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.

pyopencl

Posts with mentions or reviews of pyopencl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-11.
  • An example for OpenCL 3.0?
    4 projects | /r/OpenCL | 11 Mar 2023
    Please note that OpenCL consists of two parts: host API and a separate language which is used to write kernels (code which is going to be offloaded to devices). OpenCL specification describes host APIs as C-style APIs and that is what implementors has to provide. However, there are number of various libraries which provides bindings for other languages: - C++ - Python - Go - Rust
  • Doubts on pyopencl
    2 projects | /r/OpenCL | 2 Aug 2021
    I thought the project could be dead, but then I looked into the latest commits to the repository, and it is certainly not dead as a project.

arrayfire-python

Posts with mentions or reviews of arrayfire-python. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-02.

What are some alternatives?

When comparing pyopencl and arrayfire-python you can also consider the following projects:

PyCUDA - CUDA integration for Python, plus shiny features

futhark - :boom::computer::boom: A data-parallel functional programming language

python-performance - Repository for the book Fast Python - published by Manning

cupy - NumPy & SciPy for GPU

inventory-hunter - ⚡️ Get notified as soon as your next CPU, GPU, or game console is in stock

kernel_tuner - Kernel Tuner

plotoptix - Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

cusim - Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

LSQR-CUDA - This is a LSQR-CUDA implementation written by Lawrence Ayers under the supervision of Stefan Guthe of the GRIS institute at the Technische Universität Darmstadt. The LSQR library was authored Chris Paige and Michael Saunders.

ArrayFire - ArrayFire: a general purpose GPU library.

arrayfire-rust - Rust wrapper for ArrayFire

pyopencl vs PyCUDA arrayfire-python vs futhark pyopencl vs python-performance arrayfire-python vs cupy pyopencl vs inventory-hunter arrayfire-python vs kernel_tuner pyopencl vs plotoptix arrayfire-python vs cusim pyopencl vs LSQR-CUDA arrayfire-python vs ArrayFire pyopencl vs kernel_tuner arrayfire-python vs arrayfire-rust