python-igraph VS python-graphblas

Compare python-igraph vs python-graphblas and see what are their differences.

python-igraph

Python interface for igraph (by igraph)
complex-networks graph-algorithms graph-theory Mathematics network-analysis network-graph Python
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python-graphblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics (by python-graphblas)
graphblas suitesparse Python python-wrapper numba graph-algorithms graph-theory complex-networks graph-analysis Linear Algebra pydata graph-datastructures Sparse sparse-data sparse-matrix
Source Code
python-graphblas.readthedocs.io
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python-igraph python-graphblas
1 4
1,235 115
1.1% 4.3%
9.0 7.7
6 days ago 7 days ago
Python Jupyter Notebook
GNU General Public License v3.0 only Apache License 2.0
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.

python-igraph

Posts with mentions or reviews of python-igraph. We have used some of these posts to build our list of alternatives and similar projects.
  • Apple M1arm Vs X86 Amd Lets Put Things Into
    1 project | /r/AMD_Stock | 21 Dec 2020
    I'll check myself in January. I'll get a Macbook Air, and compare it with the 4700U that I also have. I'll compile a graph processing library like python-igraph, feed it a shit ton of data, and launch several processes, to test.

python-graphblas

Posts with mentions or reviews of python-graphblas. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-17.
  • What can I contribute to SciPy (or other) with my pure math skill? I’m pen and paper mathematician
    5 projects | /r/Python | 17 Apr 2023
    Core Python library python-graphblas is here: https://github.com/python-graphblas/python-graphblas
  • NetworkX 3.0
    8 projects | news.ycombinator.com | 10 Jan 2023
    Great talk!

    This slide shows some speedups when using the GraphBLAS [1] backend [2]:

    https://i.postimg.cc/mr3mkKtx/100x-Faster-Network-X.png

    [1] https://github.com/python-graphblas/python-graphblas

  • GraphBLAS
    3 projects | news.ycombinator.com | 14 Sep 2022
    GraphBLAS is underrated and underused IMHO. If you use e.g. scipy.sparse, NetworkX, or similar, you should check out GraphBLAS. It is really fast even compared to scipy.sparse, and more capable in many ways.

    They've actually started implementing the NetworkX API

    https://github.com/python-graphblas/graphblas-algorithms

    with python-graphblas

    https://github.com/python-graphblas/python-graphblas

What are some alternatives?

When comparing python-igraph and python-graphblas you can also consider the following projects:

networkit - NetworKit is a growing open-source toolkit for large-scale network analysis.

cugraph - cuGraph - RAPIDS Graph Analytics Library

CyRK - Runge-Kutta ODE Integrator Implemented in Cython and Numba

egsis - EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

python-igraph vs networkit python-graphblas vs cugraph python-graphblas vs CyRK python-graphblas vs egsis