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sgd

Stochastic Gradient Descent for Scalable Estimation

v1.1.3 · Oct 21, 2025 · GPL-2

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.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies ggplot2 MASS Rcpp sgd

Version History

new 1.1.3 Mar 10, 2026
updated 1.1.3 ← 1.1.2 diff Oct 20, 2025
updated 1.1.2 ← 1.1.1 diff Jan 30, 2024
updated 1.1.1 ← 1.1 diff Jul 12, 2019
updated 1.1 ← 1.0 diff Jan 4, 2016
updated 1.0 ← 0.1 diff Sep 22, 2015
new 0.1 May 7, 2015