gdkrmr/ManifoldLearning.jl

A Julia package for manifold learning and nonlinear dimensionality reduction

ManifoldLearning

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