Improved corpus filters.

- Added the option to filter by frequency (x most/least frequent types).
- High and low bounds can be filtered differently (e.g. filter 20 most frequent types, and types that occur less than 5 times).
- Added the option to filter a specific set of words.
Added debug target for make. Various optimizations in LDA.