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Table 2 Methods provided by PyBDA

From: PyBDA: a command line tool for automated analysis of big biological data sets

CategoryMethodImplementation
Dimension reductionPCAMLLib
 Factor analysiscustom implementation
 k-PCAcustom implementation
 Linear discriminant analysiscustom implementation
 Independent component analysiscustom implementation
Clusteringk-meansMLLib
 Gaussian mixture modelsMLLib
Supervised learningRandom forestsMLLib
 Gradient boostingMLLib
 Generalized linear modelsMLLib