learning-vector-quantization

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

UpdatedJun 30, 2025
MATLAB

MeGysssTaa /lvq4j

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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

UpdatedDec 13, 2021
Java

AnysmaForBlindReview /anysma

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easy definition of tensor flow based neural networks

neural-network keras capsules learning-vector-quantization

UpdatedMay 30, 2018
Python

jonathanrsmjtk /lvq3_digits

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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

UpdatedSep 6, 2020
Jupyter Notebook

hasanhammad /Learning-Vector-Quantization-LVQ1-From-Scratch-with-Python

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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

UpdatedApr 11, 2023
Jupyter Notebook

abuwildanm /Leaf-Classification

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Leaf Classification with Learning Vector Quantization

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

UpdatedMay 2, 2019
Python

M-Hidayatullah /Classification-of-Plant-Species-Based-on-Soil-Conditions-and-Rainfall-Using-the-LVQ

Sponsor

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thesis

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

UpdatedFeb 14, 2024
HTML

jonathanrsmjtk /iris_lvq3

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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

UpdatedSep 1, 2020
Jupyter Notebook

gzachos /nn-course-uoi

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

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

UpdatedJan 30, 2020
C

manome /python-silvq

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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