Description
mcl-algorithm FOR LINUX
mcl-algorithm is a scalable cluster algorithm for graphs based on stochastic flow. The flow process employed by the algorithm is mathematically sound and intrinsically tied to cluster structure in graphs, which is revealed as the imprint left by the process. The threaded implementation has handled graphs of up to one million nodes within hours, and is widely used in the field of protein family analysis. It comes with a wide range of sibling utilities for handling and analyzing graphs, matrices, and clusterings.
Key Features:
- Simulates flow using algebraic operations on matrices
- No high-level procedural instructions for grouping
- Expansion and inflation operations for flow modeling
- Adjustable cluster granularity without predefined cluster count
- Scalable algorithm with worst-case complexity of order Nk^2
Technical Specifications:
- Algorithm Type: Cluster algorithm
- Platform: Linux
- Free to download and use
- Developed by: Stijn van Dongen
Benefits of MCL Algorithm for Linux:
- Flexible clustering on various granularity levels
- No need to specify the number of clusters in advance
- Inherent relationship between algorithm and cluster structure
- Mathematically sound flow process for accurate results
- Supports unsupervised parameter adjustment for optimization
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User Reviews for mcl-algorithm FOR LINUX 7
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for mcl-algorithm FOR LINUX
mcl-algorithm FOR LINUX is a powerful tool for cluster analysis. Its efficient threaded implementation can handle large graphs quickly.
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for mcl-algorithm FOR LINUX
The MCL algorithm app is incredible! It handles large graphs seamlessly and the results are impressive.
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for mcl-algorithm FOR LINUX
I love this app! The cluster analysis it provides is top-notch, and it's super easy to use. Highly recommend!
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for mcl-algorithm FOR LINUX
This app has transformed my approach to graph analysis. The flow process is intuitive and works wonders!
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for mcl-algorithm FOR LINUX
Absolutely amazing! The scalability of the MCL algorithm is unmatched. Perfect for my protein family studies.
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for mcl-algorithm FOR LINUX
Five stars for the MCL algorithm! It's efficient, mathematically sound, and produces fantastic clustering results.
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for mcl-algorithm FOR LINUX
I'm thoroughly impressed with this app. The clarity in cluster structure it provides is invaluable for research!