Package: rcane
Type: Package
Title: Different Numeric Optimizations to Estimate Parameter
        Coefficients
Version: 1.0
Date: 2018-06-01
Author: Akshay Suresh, Siddhesh Acharekar, Hsiangwei Chao, Shiva Yogi Biradar
Maintainer: Akshay Suresh<suresh.aks@husky.neu.edu>
Description: There are different numeric optimizations which are used in order to estimate coefficients in models such as linear regression and neural networks. This package covers parameter estimation in linear regression using different methods such as batch gradient descent, stochastic gradient descent, minibatch gradient descent and coordinate descent. Kiwiel, Krzysztof C (2001) <doi:10.1007/PL00011414> Yu Nesterov (2004) <ISBN:1-4020-7553-7> Ferguson, Thomas S (1982) <doi:10.1080/01621459.1982.10477894> Zeiler, Matthew D (2012) <arXiv:1212.5701> Wright, Stephen J (2015) <arXiv:1502.04759>.
License: MIT + file LICENSE
RoxygenNote: 6.0.1.9000
Suggests: testthat, knitr, rmarkdown, stats
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2018-06-01 16:16:00 UTC; sures
Repository: CRAN
Date/Publication: 2018-06-04 09:03:22 UTC
Built: R 4.0.2; ; 2020-07-15 18:33:05 UTC; unix
