Ngrams Python Packages

neuspell

NeuSpell: A Neural Spelling Correction Toolkit

icegrams

A fast, compact trigram library for Icelandic.

ngram-polars

A high-performance n-gram generation library with Rust core and Polars plugin integration.

bleuscore

BLEU Score in Rust

pybo

🦜 NLP for Tibetan, in Python.

jamspell

Modern spell checking library - accurate, fast, multi-language

ngram-search

Ngram-based indexing of strings into a binary file

stemlempipe

simple text transformer used several stemming and lemmatization backends

ngram-graphs

ngram graphs library

textmetrics

Automatic text metrics---BLEU, ROUGE, and METEOR, pllus extras like vocab and ngrams.

llm-distiller

Model distiller automator — recursively drives an LLM with seed prompts and stores compressed outputs in SQLite

openspell

spell checker

ngramratio

N-gram based method for similarity scoring.

nskipgrams

A lightweight Python package to work with ngrams and skipgrams

neuspellmyntra

NeuSpell: A Neural Spelling Correction Toolkit