SimpleLM

Simple, standalone python classes for training statistical language models using several popular smoothing methods.

Also includes a script for evaluating LM sentence probabilities and retrieving individual NGram probabilities.

Example

$ ./SimpleModKN.py -t train.corpus -o 3

Sentence: $ ./evaluate-lm.py -m test.arpa -s "a b c d"

NGram: $ ./evaluate-lm.py -m test.arpa -s "a b c" -g