Make default adaptation numerical stable

Improve numerical stability (#619)

* remove unnecessary lower bound check

* make default precond to diagonal

* add numerical stable Binomial with logit

* fix DA complete adapt

* add test of BinomialLogit

* turn off pre-cond adapt by default