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:
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Batch Gradient Descent
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Stochastic Gradient Descent
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Mini-batch Gradient Descent
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Coordinate Descent
| Batch | Stochastic | Coordinate |
|---|---|---|
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If you have R >= 3.4.2, follow the instructions
- Open R studio and run this on the console
install_github("sureshaks/rcane")- Nothing. You can just include it in the search path and use it
library(rcane)
?rlm| Siddhesh Acharekar | Shivayogi Biradar | Hsiangwei Chao | Akshay Suresh |