netsci-labs VS python-graphblas

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

netsci-labs

(In progress) Network science laboratories. Covers graph theory, random graphs and ML on graphs (by zademn)
Machine Learning network-science Graph graph-neural-networks graph-theory complex-networks Teaching
Source Code
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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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netsci-labs python-graphblas
1 4
13 112
- 8.0%
6.1 7.7
2 months ago 27 days ago
Jupyter Notebook Jupyter Notebook
- 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.

netsci-labs

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

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 netsci-labs and python-graphblas you can also consider the following projects:

QuickQanava - :link: C++17 network / graph visualization library - Qt6 / QML node editor.

cugraph - cuGraph - RAPIDS Graph Analytics Library

graphein - Protein Graph Library

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

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

awesome-network-analysis - A curated list of awesome network analysis resources.

netsci-labs vs QuickQanava python-graphblas vs cugraph netsci-labs vs graphein python-graphblas vs CyRK netsci-labs vs egsis python-graphblas vs egsis netsci-labs vs awesome-network-analysis