Projects in Awesome Lists tagged with isomap

https://github.com/drewwilimitis/Manifold-Learning

Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

dimensionality-reduction isomap laplacian-eigenmaps locally-linear-embedding manifold-learning multidimensional-scaling python spectral-embedding

Last synced: 01 May 2025

https://github.com/saehm/DruidJS

A JavaScript Library for Dimensionality Reduction

clustering dimensionality-reduction fastmap isomap javascript-library lle ltsa matrix mds pca t-sne umap unsupervised-learning

Last synced: 02 May 2025

https://github.com/wildart/manifoldlearning.jl

A Julia package for manifold learning and nonlinear dimensionality reduction

diffusion-maps dimensionality-reduction isomap julia lle manifold-learning

Last synced: 20 Dec 2024

https://github.com/wildart/ManifoldLearning.jl

A Julia package for manifold learning and nonlinear dimensionality reduction

diffusion-maps dimensionality-reduction isomap julia lle manifold-learning

Last synced: 21 Nov 2024

https://github.com/fratorgano/dimensionality-reduction

Project to learn a bit more about dimensionality reduction techniques

data-science data-visualization dimensionality-reduction isomap lle umap university-project

Last synced: 20 Feb 2025

https://github.com/chris-santiago/decomposition

Simple ISOMAP and PCA decomposition algorithms

decomposition isomap pca unsupervised-learning

Last synced: 02 Apr 2025

https://github.com/mjahmadee/vae

Variational Autoencoder

isomap latent-space pca vae variational-autoencoder

Last synced: 28 Feb 2025

https://github.com/jgurakuqi/graph-kernels-and-manifold-svm

This project aims to compare the performance obtained using a linear Support Vector Machine model whose data was first processed through a Shortest Path kernel with the same SVM, this time with data also processed by two alternative Manifold Learning techniques: Isomap and Spectral Embedding.

artificial-intelligence graph-kernels isomap laplacian-eigenmaps machine-learning manifold-learning multiprocessing shortest-path-algorithm sklearn spectral-embedding svm