Competing Proximal Gradients Library

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Documentation for package ‘CPGLIB’ version 1.0.1

Help Pages

coef.CPGLIB Coefficients for CPGLIB Object
coef.cv.CPGLIB Coefficients for cv.CPGLIB Object
coef.cv.ProxGrad Coefficients for cv.ProxGrad Object
coef.ProxGrad Coefficients for ProxGrad Object
cpg Competing Proximal Gradients Library for Ensembles of Generalized Linear Models
cv.cpg Competing Proximal Gradients Library for Ensembles of Generalized Linear Models - Cross-Validation
cv.ProxGrad Generalized Linear Models via Proximal Gradients - Cross-validation
plot.cv.CPGLIB Plot of coefficients paths for cv.CPGLIB Object
predict.CPGLIB Predictions for CPGLIB Object
predict.cv.CPGLIB Predictions for cv.ProxGrad Object
predict.cv.ProxGrad Predictions for cv.ProxGrad Object
predict.ProxGrad Predictions for ProxGrad Object
ProxGrad Generalized Linear Models via Proximal Gradients