junlulocky/LanguageModel

language model by char level and word level

Language Model

Character level language model

The dataset "plaintext.txt" is a animal story called The sun and the wind.

|-charLM_RNN.py   # class of RNN for character level LM
|-mainRNNChar.py  # main test for character level RNN LM

Word level language model

The dataset is from Denny Britz's tutorial.

|-wordLM_RNN.py   # class of RNN for word level LM
|-wordLM_GRU.py   # class of GRU version RNN for word level LM
|-mainRNNWord.py  # main test for word level RNN LM
|-mainGRUWord.py  # main test for word level GRU LM
|-util_wordLM_GRU.py  # util for word LM GRU