private void Setup()
{
_alpha = _startingAlpha;
_fileHandler.GetWordDictionaryFromFile(_wordCollection, MaxCodeLength);
// TODO: refactor the huffman stuff, so we can use it elsewhere
_wordCollection.RemoveWordsWithCountLessThanMinCount(_minCount);
var huffmanTree = new HuffmanTree();
huffmanTree.Create(_wordCollection);
InitNetwork();
if (_negativeSamples > 0)
{
InitUnigramTable();
}
GC.Collect();
}