Implementing pickle methods (#535)

Continuing work from #484 by @kevinaud to fix #419

* Implementing pickle methods
* Implement __copy__, __reduce__, and fix __setstate__
* Moved pickling tests into their own file
* Add test for caching

Author: cetanu