A Simple Python Implementation of Part-of-Speech Tagging with HMM

See 隐马尔可夫模型词性标注及其Python实现 for detail.

Data

Click here to download the data.

Train

python learn_hmm.py pos_train.json

Decode

python viterbi.py

Forward Algorithm

python forward.py

Evaluate

python measure.py