Skip to main content

A micro tokenizer for Chinese

Project description

微型中文分词器

一个微型的中文分词器,目前提供了七种分词算法:

  1. 按照词语的频率(概率)来利用构建 DAG(有向无环图)来分词,使用 Trie Tree 构建前缀字典树

  2. 使用隐马尔可夫模型(Hidden Markov Model,HMM)来分词

  3. 融合 DAG 和 HMM 两种分词模型的结果,按照分词粒度最大化的原则进行融合得到的模型

  4. 正向最大匹配法

  5. 反向最大匹配法

  6. 双向最大匹配法

  7. 基于 CRF (Conditional Random Field, 条件随机场) 的分词方法

特点 / 特色

  • 面向教育:可以导出 graphml 格式的图结构文件,辅助学习者理解算法过程

  • 良好的分词性能:由于使用类似 结巴分词 的算法,具有良好的分词性能

  • 具有良好的扩展性:使用和 结巴分词 一样的字典文件,可以轻松添加自定义字典

  • 自定义能力强

  • 提供工具和脚本帮助用户训练自己的分词模型而不是使用内建的模型


更多内容见仓库 https://github.com/howl-anderson/MicroTokenizer

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

MicroTokenizer-0.9.0.tar.gz (10.7 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

MicroTokenizer-0.9.0-py2.py3-none-any.whl (21.5 MB view details)

Uploaded Python 2Python 3

File details

Details for the file MicroTokenizer-0.9.0.tar.gz.

File metadata

  • Download URL: MicroTokenizer-0.9.0.tar.gz
  • Upload date:
  • Size: 10.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.10.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.2.0 requests-toolbelt/0.8.0 tqdm/4.24.0 CPython/3.6.5

File hashes

Hashes for MicroTokenizer-0.9.0.tar.gz
Algorithm Hash digest
SHA256 3af40801553cc14eaeec8feb92bb09f63aed40c88c95063a2ad6395506d50dc2
MD5 cf7d12673d8780a2e9691d4b535a44a4
BLAKE2b-256 1b186c93b30ed0894bc08c7068b38ccda2e4f2c8a89cbaf6a687abcd62817f8f

See more details on using hashes here.

File details

Details for the file MicroTokenizer-0.9.0-py2.py3-none-any.whl.

File metadata

  • Download URL: MicroTokenizer-0.9.0-py2.py3-none-any.whl
  • Upload date:
  • Size: 21.5 MB
  • Tags: Python 2, Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.10.0 pkginfo/1.4.2 requests/2.19.1 setuptools/40.2.0 requests-toolbelt/0.8.0 tqdm/4.24.0 CPython/3.6.5

File hashes

Hashes for MicroTokenizer-0.9.0-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 c2999bf8657b1bb349190ad8d699359e2a58a03b4f080803d97c8484a8b44bbc
MD5 a89eab90b40b42bd950f62233d56f1ed
BLAKE2b-256 cc301ce06b9fa470b96719658c153832cf86fc5404ee5b4f948b653169c51958

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page