Showcase Request: Linear Regression

[jtguibas]

It would be cool to make a showcase of how SP1 can be used for applications involving data analysis & machine learning. This can be useful for on-chain protocols that want to estimate protocol parameters (such as liquidation thresholds), using statistical methods.

You can look at the linreg crate for how you could use it inside SP1.