README.en-US.md

中文版本的 README

MicroHMM

A micro python package for HMM (Hidden Markov Model).

Python version

Only test by using Python3

Install

pip

pip install MicroHMM

source

pip install git+https://github.com/howl-anderson/MicroHMM.git

Usage

from MicroHMM.hmm import HMMModel

hmm_model = HMMModel()

# train model line by line
# input format: list of (observation, hidden_state) pair
hmm_model.train_one_line([("我", "人称"), ("是", "动词"), ("中国人", "名词")])
hmm_model.train_one_line([("你", "人称"), ("去", "动词"), ("上海", "名词")])

# predict by line
# input format: list of observation
result = hmm_model.predict(["你", "是", "中国人"])
print(result)

Output:

[('你', '人称'), ('是', '动词'), ('中国人', '名词')]

Online demo

Used by

• MicroTokenizer: 一个微型中文分词引擎 | A micro tokenizer for Chinese

Reference

Speech and Language Processing > Hidden Markov Models