Update Rucola explanatory IR Ruby library

- speed up `NaiveVectorSpace`, anyways still too slow compared to `Matrix` implementations
- fix `Idf` metric not to return `Infinity`
- add more extractors
 - ASCII folding
 - downcase
 - stop words for Slovak language
 - length filter