Use cholesky solver instead of computing inverse
Move some helper methods into util
Only show warnings in slice sampler when verbose is True
Major cleanup of bq.py
Fix bq_c tests
Fix a few bugs in bq.py
Rerun visual tests
Rerun gaussian example
Rerun periodic example
Fix conditioning in expected squared mean
Update tests