Updated Main perl file
Fixed bug with word count not being changed in hash maps
Added Algorithm::LDA changes
Added methods to output word topic assignments within each document
Added check for convergence to stop sampling if topic assignments do not change.
Changed Gibbs Sampling algorithm and changed document loading to work with files consisting of word ids and word counts
Edited LDA.pm
Cleaned code, removed unnecessary dependencies, and recreated document loading system.