sparse-som
minisom
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sparse-som | minisom | |
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1 | 3 | |
18 | 1,387 | |
- | - | |
0.0 | 8.4 | |
over 3 years ago | 6 days ago | |
C++ | Python | |
GNU General Public License v3.0 only | MIT License |
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sparse-som
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[P][D] Self Organizing Maps
sparse-som
minisom
- How to use MiniSOM (Self Organizing Maps) Library
- [P][D] Self Organizing Maps
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[OC] Animation of a Self Organizing Map
I made this animation because I could not find a single decent demonstration of a SOM map on the internet, especially considering how popular it is becoming. I used the python library Pyvista for 3D plotting and creating the animation, and I used the minisom library for running the SOM.
What are some alternatives?
susi - SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
umap - Uniform Manifold Approximation and Projection
LeetCode-Solutions - 🏋️ Python / Modern C++ Solutions of All 3123 LeetCode Problems (Weekly Update)
somoclu - Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters
Kratos - Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.
DBCV - Python implementation of Density-Based Clustering Validation
som-tsp - Solving the Traveling Salesman Problem using Self-Organizing Maps
n2d - A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding.
awesome-community-detection - A curated list of community detection research papers with implementations.