Massive restructuring of code to speed it up:
- Eliminated spat_to_pair_df functionality
- Switched a lot of stuff to numpy arrays
- Added in a chunking method for generating coherence matrices
- Fixed examples in python notebook
- Fixed all tests
- Deleted extraneous helper functions