self-organizing-map

There are 287 repositories under self-organizing-map topic.

  • diego-vicente/som-tsp

    Solving the Traveling Salesman Problem using Self-Organizing Maps

    Language:Python3.9k1177607
  • JustGlowing/minisom

    :red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

    Language:Python1.5k31145426
  • fcomitani/simpsom

    Python library for Self-Organizing Maps

    Language:Python16122239
  • 0011001011/vizuka

    Explore high-dimensional datasets and how your algo handles specific regions.

    Language:Python108206
  • felixriese/susi

    SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

    Language:Python10841323
  • ANNetGPGPU/ANNetGPGPU

    A GPU (CUDA) based Artificial Neural Network library

    Language:C++10711720
  • FlorentF9/DESOM

    :globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

    Language:Python966330
  • giannisnik/som

    Pytorch implementation of a Self-Organizing Map

    Language:Python892029
  • cgorman/tensorflow-som

    A multi-gpu implementation of the self-organizing map in TensorFlow

    Language:Python799935
  • mpatacchiola/pyERA

    Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

    Language:Python7312219
  • CarsonScott/HSOM

    Hierarchical self-organizing maps for unsupervised pattern recognition

    Language:Python617210
  • jonghough/jlearn

    Machine Learning Library, written in J

    Language:J5715013
  • Dotori-HJ/SelfOrganizingMap-SOM

    Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.

    Language:Python442311
  • enricivi/growing_hierarchical_som

    Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues

    Language:Python442211
  • farhanchoudhary/Deep-Learning-A-Z-Hands-on-Artificial-Neural-Network

    Codes and Templates from the SuperDataScience Course

    Language:Python404042
  • avinashshenoy97/RusticSOM

    Rust library for Self Organising Maps (SOM).

    Language:Rust34416
  • FlorentF9/SOMperf

    :globe_with_meridians: SOMperf: Self-organizing maps performance metrics and quality indices

    Language:Python336512
  • LCSB-BioCore/GigaSOM.jl

    Huge-scale, high-performance flow cytometry clustering in Julia

    Language:Julia324379
  • Hatchin/FlowSOM

    FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data

    Language:Python31128
  • HITS-AIN/PINK

    Parallelized rotation and flipping INvariant Kohonen maps

    Language:Jupyter Notebook2256511
  • ufvceiec/GEMA

    A small Python 3 library to train Self Organizing Maps and use them to classify patterns.

    Language:Python22509
  • yoch/sparse-som

    Efficient Self-Organizing Map for Sparse Data

    Language:C++19436
  • FlorentF9/sparkml-som

    :sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)

    Language:Scala17416
  • sharmaroshan/Credit-Card-Fraud-Detection

    It is Based on Anamoly Detection and by Using Deep Learning Model SOM which is an Unsupervised Learning Method to find patterns followed by the fraudsters.

    Language:Jupyter Notebook17109
  • joshspeagle/frankenz

    A photometric redshift monstrosity

    Language:Python1611133
  • JRC1995/Self-Organizing-Map

    SOM clustering on IRIS dataset

    Language:Jupyter Notebook163212
  • text2landscape

    aourednik/text2landscape

    Visualize a corpus of texts as a landscape with the aid of text mining, graph visualization and self-organizing maps

  • iRath96/som-demo

    A demo of self-organizing maps using React, TypeScript and three.js

    Language:TypeScript15113
  • chinazhouzhaoyi/SOM-down-sampling-for-plant-point-clouds

    [ISPRS P&RS] Unsupervised shape-aware SOM down-sampling for plant point clouds

    Language:Python14200
  • dashaub/kohonen4j

    Kohonen Self-Organizing Maps in Java

    Language:Java14466
  • marccasian/KaryML-Framework

    Machine Learning (ML) research within medicine and healthcare represents one of the most challenging domains for both engineers and medical specialists. One of the most desired tasks to be accomplished using ML applications is represented by disease detection. A good example of such a task is the detection of genetic abnormalities like Down syndrome, Klinefelter syndrome or Hemophilia. Usually, clinicians are doing chromosome analysis using the karyotype to detect such disorders. The main contribution of the current article consists of introducing a new approach called KaryML Framework, which is extending our previous research: KarySOM: An Unsupervised Learning based Approach for Human Karyotyping using Self-Organizing Maps . Our major goal is to provide a new method for an automated karyotyping system using unsupervised techniques. Additionally, we provide computational methods for chromosome feature extraction and to develop an intelligent system designed to aid clinicians during the karyotyping process.

    Language:Python14130
  • Parth-Vader/ADLAS

    Autonomous Dynamic Learning Apprentice System

    Language:C++13202
  • Rohithram/Self-Organizing-Maps-using-KNN

    High Frequency Time series Anomaly Detection using Self Organizing Maps (SOM) which is based on Competitive Learning a variant of the Neural Networks using K Nearest Neighbors

    Language:Jupyter Notebook11105
  • walfonso-uv/NLPCA-SOM

    Clustering using Self-Organizing Maps through Non-Linear Principal Components Analysis - Rainfalls in Southwestern Colombia

    Language:MATLAB11202
  • zyuan-astro/StarGO-OC

    Apply a clustering tool based on self-organizing-map to identify open clusters

    Language:Jupyter Notebook11103