Joint Sparse Optimization via Proximal Gradient Method for Cell Fate Conversion


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Documentation for package ‘JSparO’ version 1.5.0

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demo_JSparO demo_JSparO - The demo of JSparO package
L1HalfThr L1HalfThr - Iterative Half Thresholding Algorithm based on l_{1,1/2} norm
L1HardThr L1HardThr - Iterative Hard Thresholding Algorithm based on l_{1,0} norm
L1normFun L1normFun
L1SoftThr L1SoftThr - Iterative Soft Thresholding Algorithm based on l_{1,1} norm
L1twothirdsThr L1twothirdsThr - Iterative Thresholding Algorithm based on l_{1,2/3} norm
L2HalfThr L2HalfThr - Iterative Half Thresholding Algorithm based on l_{2,1/2} norm
L2HardThr L2HardThr - Iterative Hard Thresholding Algorithm based on l_{2,0} norm
L2NewtonThr L2NewtonThr - Iterative Thresholding Algorithm based on l_{2,q} norm with Newton method
L2SoftThr L2SoftThr - Iterative Soft Thresholding Algorithm based on l_{2,1} norm
L2twothirdsThr L2twothirdsThr - Iterative Thresholding Algorithm based on l_{2,2/3} norm