minghan9456 / TF-IDF-practice

Set up

1. Install ckiptagger
2. Downloading model file (require 2GB disk space)

• Follow https://github.com/ckiplab/ckiptagger
• python>=3.6
• tensorflow>=1.13.1,<2 / tensorflow-gpu>=1.13.1,<2 (one of them)
• gdown (optional, for downloading model files from google drive)

3. Install beautifulsoup4, scikit-learn

$ sh ./utils/setup.sh

Testing ckiptagger (WS) word segmentation feature

$ python ./tests/ckiptaggerTest.py

Word Tokenization

$ sh ./wordTokenization/launcher.sh

output files :

• ./wordTokenization/description.txt
• ./wordTokenization/output.txt

TF-IDF

$ sh ./TF-IDF/launcher.sh

output files :

• ./TF-IDF/output.txt