Bbai

* Support Fitting Logistic Regression Models with Jeffrey's Prior

* Add Bayesian Ridge Regression model

* Support multinomial logistic regression
* Suppose accessing approximate leave-one-out values for each data point

* Support R

* Expose objective

* Improve performance on logistic regression when num_features > num_data
* Improve performance when running using ridge regression with a loocv