Welcome to ManifoldLearning’s documentation

ManifoldLearning.jl is a Julia package for manifold learning and non-linear dimensionality reduction. It proides set of nonlinear dimensionality reduction methods, such as Isomap, LLE, LTSA, etc.

Methods:

Notes:

All methods implemented in this package adopt the column-major convention of JuliaStats: in a data matrix, each column corresponds to a sample/observation, while each row corresponds to a feature (variable or attribute).