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JuliaStats
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MultivariateStats.jl
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
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cca
dimensionality-reduction
ica
isotonic-regression
julia
lda
linear-regression
mds
multivariate-statistics
ols-regression
pca
regression
ridge-regression
statistics
readme
Multivariate Statistics
A Julia package for multivariate statistics and data analysis (e.g. dimensionality reduction).
Functionalities
Available
Linear Least Square Regression
Ridge Regression
Isotonic Regression
Data Whitening
Principal Components Analysis (PCA)
Canonical Correlation Analysis (CCA)
Classical Multidimensional Scaling (MDS)
Metric Multidimensional Scaling (mMDS)
Linear Discriminant Analysis (LDA)
Multi-class LDA
Independent Component Analysis (FastICA)
Probabilistic PCA
Factor Analysis
Kernel PCA
Future Plan
Partial Least Square (PLS)
Other algorithms for ICA (
e.g.
JADE)