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DESCRIPTION
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Package: sgd
Type: Package
Title: Stochastic Gradient Descent for Scalable Estimation
Version: 1.1.2
Authors@R: c(
person("Junhyung Lyle", "Kim", email = "[email protected]", role = c("cre", "aut")),
person("Dustin", "Tran", role = "aut"),
person("Panos", "Toulis", role = "aut"),
person("Tian", "Lian", role = "ctb"),
person("Ye", "Kuang", role = "ctb"),
person("Edoardo", "Airoldi", role = "ctb")
)
Maintainer: Junhyung Lyle Kim <[email protected]>
Description: A fast and flexible set of tools for large scale estimation. It
features many stochastic gradient methods, built-in models, visualization
tools, automated hyperparameter tuning, model checking, interval estimation,
and convergence diagnostics.
URL: https://github.com/airoldilab/sgd
BugReports: https://github.com/airoldilab/sgd/issues
License: GPL-2
Imports:
ggplot2,
MASS,
methods,
Rcpp (>= 0.11.3),
stats
Suggests:
bigmemory,
glmnet,
gridExtra,
R.rsp,
testthat
LinkingTo:
BH,
bigmemory,
Rcpp,
RcppArmadillo
LazyData: yes
VignetteBuilder: R.rsp
Encoding: UTF-8
RoxygenNote: 7.3.1