Clean text from extra spaces and special symbols as in the CLIP model.
Project description
Cleantextclip
Library to prepare text for machine learning and NLP tasks. Originated from CLIP model preparation, but a few more rules were added.
Installation
pip install -U ternaus_cleantext
Cleans text similar, but stricter than in the CLIP model:
- Escapes HTML characters
- Removes html tags
- Removes URLs
- Removes extra white spaces
- Text to lower case
from ternaus_cleantext.ternaus_cleantext import clean_text
print(clean_text("This is a test https://ternaus.com <b>bold</b>"))
returns
this is a test bold
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