Files in sgd
Stochastic Gradient Descent for Scalable Estimation

MD5

NAMESPACE

DESCRIPTION

R/RcppExports.R R/plot.sgd.R R/residuals.sgd.R R/fitted.sgd.R R/predict.sgd.R R/print.sgd.R R/coef.sgd.R R/sgd.R R/data-winequality.R

src/Makevars.win

src/Makevars

src/basedef.h

src/RcppExports.cpp

src/sgd.cpp

src/validity-check/validity_check.h

src/validity-check/m_validity_check_model.h

src/validity-check/gmm_validity_check_model.h

src/validity-check/cox_validity_check_model.h

src/validity-check/glm_validity_check_model.h

src/learn-rate/base_learn_rate.h

src/learn-rate/ddim_learn_rate.h

src/learn-rate/onedim_eigen_learn_rate.h

src/learn-rate/learn_rate_value.h

src/learn-rate/onedim_learn_rate.h

src/model/gmm_model.h

src/model/m_model.h

src/model/base_model.h

src/model/cox_model.h

src/model/glm_model.h

src/model/glm/glm_family.h

src/model/glm/glm_transfer.h

src/model/m-estimation/m_loss.h

src/data/data_point.h

src/data/data_set.h

src/sgd/nesterov_sgd.h

src/sgd/explicit_sgd.h

src/sgd/implicit_sgd.h

src/sgd/base_sgd.h

src/sgd/momentum_sgd.h

src/post-process/gmm_post_process.h

src/post-process/cox_post_process.h

src/post-process/m_post_process.h

src/post-process/glm_post_process.h

inst/doc/sgd-jss.pdf

inst/doc/sgd-jss.pdf.asis

demo/bench-corr-linear-regression.R demo/normal-method-of-moments.R demo/glm-poisson-regression.R

demo/00Index

demo/cox-regression.R demo/bench-logistic-wine.R demo/bench-linear-regression.R demo/glm-logistic-regression.R demo/linear-regression.R demo/m-estimation.R

build/vignette.rds

tests/testthat.R tests/testthat/test-lasso.R tests/testthat/test-residuals.R tests/testthat/test-predict.R tests/testthat/test-linear.R tests/testthat/test-fitted.R

vignettes/sgd-jss.pdf.asis

data/winequality.rda

man/sgd.Rd man/predict.sgd.Rd man/print.sgd.Rd man/winequality.Rd man/coef.sgd.Rd man/plot.sgd.Rd man/fitted.sgd.Rd man/residuals.sgd.Rd

sgd documentation built on May 29, 2024, 5:31 a.m.

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Stochastic Gradient Descent for Scalable Estimation

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sgd
Stochastic Gradient Descent for Scalable Estimation

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Stochastic Gradient Descent for Scalable Estimation