# ManifoldLearning.jl

**Repository Path**: z2007c/ManifoldLearning.jl

## Basic Information

- **Project Name**: ManifoldLearning.jl
- **Description**: A Julia package for manifold learning and nonlinear dimensionality reduction
- **Primary Language**: Julia
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-07-08
- **Last Updated**: 2024-08-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ManifoldLearning [![Build Status](https://travis-ci.org/wildart/ManifoldLearning.jl.svg?branch=master)](https://travis-ci.org/wildart/ManifoldLearning.jl) [![Coverage Status](https://coveralls.io/repos/wildart/ManifoldLearning.jl/badge.png?branch=master)](https://coveralls.io/r/wildart/ManifoldLearning.jl?branch=master)

A Julia package for manifold learning and nonlinear dimensionality reduction


## Methods

#### Available

- Isomap
- Diffusion maps
- Locally Linear Embedding (LLE)
- Hessian Eigenmaps (HLLE)
- Laplacian Eigenmaps (LEM)
- Local tangent space alignment (LTSA)

## Resources

- **Documentation:** <http://manifoldlearningjl.readthedocs.org/en/latest/index.html>