Normalization Python Packages

email-validator

A robust email syntax and deliverability validation library for Python.

url-normalize

URL normalization for Python

anyascii

Unicode to ASCII transliteration - C Elixir Go Java JS Julia PHP Python Ruby Rust Shell .NET

pyunormalize

Unicode normalization forms (NFC, NFD, NFKC, NFKD). A pure-Python implementation independent of Python’s core Unicode database, supporting version 17.0 of the Unicode Standard.

nvidia-cudnn-frontend

cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.

normality

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

wetextprocessing

Text Normalization & Inverse Text Normalization

hazm

Persian NLP Toolkit

sanitize-ml-labels

Python package to standardize the names of ML-related metrics, models and losses.

translit-rs

Canonicalize and neutralize adversarial Unicode — homoglyph/bidi/zalgo/invisibles — before it reaches your classifiers, indexes, and identifiers

userprovided

A Python package to check input for validity and plausibility. Convert input into standardized formats.

resolvekit

Entity and place resolution system that maps messy place/entity strings and codes to canonical entities

analiticcl

an approximate string matching or fuzzy-matching system for spelling correction, normalisation or post-OCR correction (mirror of https://codeberg.org/proycon/analiticcl)

keras-layer-normalization

Layer normalization implemented in Keras

qnorm

Fast-ish (and correct!) quantile normalization in Python.

texthumanize

Transform AI-generated text into natural human-like content. 100% offline · 25 languages · Zero dependencies · PHANTOM™ · ASH™ · Python/PHP/TypeScript

disarm

Canonicalize and neutralize adversarial Unicode — homoglyph/bidi/zalgo/invisibles — before it reaches your classifiers, indexes, and identifiers

csvnorm

A Python CLI tool for validating and normalizing CSV files

ngpt-pytorch

Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI

neurocombat

Harmonization of multi-site imaging data with ComBat (Python)

nlptutti

STT 한글 문장 인식기 출력 스크립트의 외자 오류율(CER), 단어 오류율(WER)을 계산하는 Python 함수 패키지

shekar

Simplifying Persian NLP for Modern Applications

intensity-normalization

Normalize MR image intensities in Python

tstoolbox

Command line script and Python library to work with time-series data.