dpnp VS sparse_dot

Compare dpnp vs sparse_dot and see what are their differences.

dpnp

Data Parallel Extension for NumPy (by IntelPython)
Sycl Numpy Python3 Intel Mkl Oneapi gpu-acceleration GPU Dpcpp pstl
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sparse_dot

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication (by flatironinstitute)
Mkl Scipy sparse-matrix Sparse matrix-multiplication Python Numpy
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dpnp sparse_dot
1 2
91 67
- -
9.5 6.0
1 day ago 2 months ago
Python Python
BSD 2-clause "Simplified" License MIT 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.

dpnp

Posts with mentions or reviews of dpnp. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning dpnp yet.
Tracking mentions began in Dec 2020.

sparse_dot

Posts with mentions or reviews of sparse_dot. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-06.

What are some alternatives?

When comparing dpnp and sparse_dot you can also consider the following projects:

numpy-stl - Simple library to make working with STL files (and 3D objects in general) fast and easy.

cupy - NumPy & SciPy for GPU

sparse_dot_topn - Python package to accelerate the sparse matrix multiplication and top-n similarity selection

oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces

matchering - 🎚️ Open Source Audio Matching and Mastering

eaminer - Heterogeneous Ethereum Miner with support for AMD, Intel and Nvidia GPUs using SYCL, OpenCL and CUDA backends

ParallelReductionsBenchmark - Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!

dpctl - Python SYCL bindings and SYCL-based Python Array API library

dpnp vs numpy-stl sparse_dot vs cupy dpnp vs cupy sparse_dot vs sparse_dot_topn dpnp vs oneMKL dpnp vs matchering dpnp vs eaminer dpnp vs ParallelReductionsBenchmark dpnp vs dpctl