Normalizer Python Packages

url-normalize

URL normalization for Python

pyunormalize

Pure-Python, zero-dependency implementation of the Unicode normalization algorithm (NFC, NFD, NFKC, NFKD), based on Unicode 18.0 and independent of unicodedata.

normality

A tiny library for Python text normalisation. Useful for ad-hoc text processing.

malaya

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

ru-normalizr

ru-normalizr — лучший нормализатор русского текста без LLM. Приводит числа, даты, время, сокращения, римские цифры, символы и латиницу в русские буквы для использования в TTS и NLP.

audiotame

A command-line tool that normalizes audio and reduces noise. Optional Gradio Web UI

khmernormalizer

A missing toolkit for Khmer Natural Language Processing.

glenda

A tiny library for Python text normalisation. Useful for ad-hoc text processing.

emailtoolkit

RFC-aware email parsing, normalization, extraction, and DNS health checks with env-config and a phonenumbers-like API.

pyunormalize-micropip

Pure-Python, zero-dependency implementation of the Unicode normalization algorithm (NFC, NFD, NFKC, NFKD), based on Unicode 18.0 and independent of unicodedata.