Kenali Makananmu / Know Your Meals with Haralick, CIE Lab Color Moments and Learning Vector Quantization (Bachelor Thesis Project)

classification digital-image-processing cielab haralick-features learning-vector-quantization color-moments

• Updated Jan 14, 2019
• Python

machine-learning artificial-neural-network self-organizing-map iris-dataset learning-vector-quantization

• Updated Jan 2, 2024
• MATLAB

A simple demo of LVQ4J usage on the Iris Data Set

machine-learning csv neural-network examples example neural-networks machinelearning iris neuralnetwork iris-recognition iris-dataset neuralnetworks iris-classification lvq learning-vector-quantization lvq4j

• Updated Jun 16, 2020
• Java

SOM_PAK with LVQ_PAK: The Self-Organizing Map and Learning Vector Quantization Program Packages

som kohonen kohonen-map self-organizing-map lvq learning-vector-quantization

• Updated Jan 21, 2018
• C

This repository contains a MATLAB-based Machine Learning Software (MLS) offers advanced biomedical signal processing with an intuitive GUI for analyzing EEG, ECG, and EMG. Features include noise filtering, feature extraction, dimensionality reduction, and customizable machine learning algorithms for tailored classification and analysis.

specificity accuracy bayesian support-vector-machine sensitivity-analysis multi-layer-perceptron decision-tree principal-component-analysis precision anova mutual-information radial-basis-function extreme-learning-machine linear-discriminant-analysis f-score k-nearest-neighbors ttest learning-vector-quantization probabilistic-neural-network matthews-correlation-coefficient

• Updated Jun 30, 2025
• MATLAB

The Learning Vector Quantization 3 (LVQ 3) classification to digits data.

python machine-learning neural-network jupyter-notebook supervised-learning digits classification digits-dataset lvq learning-vector-quantization

• Updated Sep 6, 2020
• Jupyter Notebook

Iris classification using Learning Vector Quantization 3 (LVQ 3) and its comparison with K-NN and Random Forest

python machine-learning neural-network random-forest jupyter-notebook supervised-learning classification iris knn lvq learning-vector-quantization

• Updated Sep 1, 2020
• Jupyter Notebook

LVQ (Learning Vector Quantization) library for Java

java api machine-learning library neural-network gradle simple neural-networks easy-to-use machinelearning neuralnetwork gradle-java neuralnetworks lvq learning-vector-quantization lvq4j

• Updated Dec 13, 2021
• Java

easy definition of tensor flow based neural networks

neural-network keras capsules learning-vector-quantization

• Updated May 30, 2018
• Python

Building a Learning Vector Quantization 1 (LVQ1) network

python neural-network notebook supervised-learning artificial-neural-networks from-scratch lvq learning-vector-quantization visialization lvq1 learning-vector-quantization-network

• Updated Apr 11, 2023
• Jupyter Notebook

Leaf Classification with Learning Vector Quantization

neural-network classification bahasa-indonesia learning-vector-quantization leaf-clasification

• Updated Jun 29, 2026
• Python

thesis

python machine-learning flask-web learning-vector-quantization

• Updated Feb 14, 2024
• HTML

K Minimum Enclosing Balls for outlier detection — SGD/GLVQ variant (prototorch).

pytorch outlier-detection learning-vector-quantization one-class-classification minimum-enclosing-ball prototorch

• Updated Jul 25, 2026
• Python

Learning Vector Quantization is used for the classification of the dataset.

machine-learning deep-learning dataset convolutional-neural-networks learning-vector-quantization

• Updated Mar 18, 2021
• C#

Final Project for the Datamining Course.

python learning-vector-quantization

• Updated Mar 2, 2026
• Python

UniLVQ: A Unified Learning Vector Quantization Framework for Supervised Learning Tasks

scikit-learn regression pytorch supervised-learning classification learning-vector-quantization distance-learning lvq3 lvq1 glvq lvq2 grlvq lgmlvq prototype-based-learning

• Updated Jun 5, 2025
• Python

SVQ-OCC: prototype-based one-class classifier using local representations.

outlier-detection interpretable-ml prototype-based learning-vector-quantization one-class-classification prototorch

• Updated Jul 25, 2026
• Python

Project for the Neural Networks course @cse.uoi.gr

neural-networks kmeans k-means-clustering lvq learning-vector-quantization

• Updated Jan 30, 2020
• C

This project provides an implementation of self-incremental learning vector quantization. This implementation is based on the below paper. https://www.nature.com/articles/s41598-021-83182-4.

supervised-learning learning-vector-quantization learning-vector-quantization-network

• Updated Aug 16, 2024
• Python

Transfer-GMLVQ: null-space transfer classification learning across multiple sources (PyTorch; TF on tensorflow branch).

pytorch transfer-learning interpretable-ml learning-vector-quantization null-space gmlvq

• Updated Jul 25, 2026
• Python