knitr::opts_chunk$set(echo = TRUE)
An R package to find parameter estimates of Linear Regression
This is what we did...
A little more info
We start with arbitrary parameter estimates for linear regression and slide down to the optimal values.
We use 4 different algorithms:
Batch Gradient Descent
Stochastic Gradient Descent
Mini-batch Gradient Descent
Coordinate Descent
Batch | Stochastic | Coordinate |
---|---|---|
If you have R >= 3.4.2, follow the instructions
install_github("sureshaks/rcane")
library(rcane) ?rlm
Siddhesh Acharekar | Shivayogi Biradar | Hsiangwei Chao | Akshay Suresh |
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