Remove local optimization.

[tpapp]

Fixes #91.

Rationale: Stan and other NUTS don't actually do anything like this. In practice, it turns out to buy very little, at the cost of

1. a heavy dependency, and
2. failure for models which have an otherwise innocuous singularity at some point in the posterior.

This is technically a breaking change, hence the version increment.