Data Pipelines

gaimc

Efficient graph algorithms in pure Matlab code for complementing MatlabBGL's functions.

Status
Not yet determined
Last checked
Unverified
License
Open source
Pricing
Free tier · from $0
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What it is

GAIMC provides efficient implementations of graph algorithms using only pure Matlab code, designed to complement the functionalities provided by MatlabBGL's mex functions. This tool is essential for developers and researchers who need high-performance graph processing capabilities within their Matlab environment.

GAIMC stands out by offering efficient pure-Matlab implementations of graph algorithms, making it ideal for users who need high-performance processing without the dependency on mex files.

When it fits — and when it doesn’t

A good fit for

  • Developers working on graph-related projects who prefer or require pure Matlab implementations without mex files.

  • Researchers needing high-performance graph processing capabilities within the Matlab environment.

Look elsewhere if

  • Projects requiring real-time graph processing as GAIMC might not be optimized for such use cases.

  • Users looking for a comprehensive set of graph algorithms that include mex functions, as this tool complements but does not replace MatlabBGL's functionalities.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited to MATLAB environment

    GAIMC is tightly coupled with MATLAB, making it difficult to use in other programming environments or languages.

  2. 02

    Performance may not match mex functions for all cases

    While pure MATLAB code avoids the need for compilation, certain graph operations might be slower compared to optimized C/MEX equivalents provided by MatlabBGL.

  3. 03

    Smaller community and less active development

    GAIMC is an open-source project with a smaller user base and fewer contributors, leading to limited support and slower feature updates compared to more popular graph processing libraries.

What it does well

  • Pure Matlab implementations for high performance without mex files

  • Complements MatlabBGL's functionalities

  • Efficient graph algorithms implementation

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up gaimc

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →