Different Numeric Optimizations to Estimate Parameter Coefficients

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) Yu Nesterov (2004) Ferguson, Thomas S (1982) Zeiler, Matthew D (2012) Wright, Stephen J (2015) .


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install.packages("rcane")

1.0 by Akshay Suresh, 8 months ago


Browse source code at https://github.com/cran/rcane


Authors: Akshay Suresh , Siddhesh Acharekar , Hsiangwei Chao , Shiva Yogi Biradar


Documentation:   PDF Manual  


MIT + file LICENSE license


Suggests testthat, knitr, rmarkdown, stats


See at CRAN