Search Packages

trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

textract

extract text from any document. no muss. no fuss.

rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

breadability

Reworked https://www.readability.com/ parsing library (now https://mercury.postlight.com/ is living alternative)

matcher-py

A high-performance matcher designed to solve LOGICAL and TEXT VARIATIONS problems in word matching, implemented in Rust.

pyphonetics

A Python 3 phonetics library.

textract-py3

Maintained fork of deanmalmgren/textract to replace '*' dependencies and other updates

scattertext

Beautiful visualizations of how language differs among document types.

edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

orange3-text

🍊 :page_facing_up: Text Mining add-on for Orange3

averbis-python-api

Conveniently access the REST API of Averbis products using Python

deduce

Deduce: de-identification method for Dutch medical text

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

trrex

Efficient string matching with regular expressions

arabica

Python package for text mining of time-series data

huspacy-nightly

HuSpaCy: industrial-strength Hungarian natural language processing

rosette-api

Babel Street Analytics Client Library for Python

shorttext

Various Algorithms for Short Text Mining

bent

Biomedical Term Annotator

multi-rake

Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python

texthero

Text preprocessing, representation and visualization from zero to hero.

pyss3

A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for Explainable AI :octocat:

semantic-keywords

TF-IDF counts words. semantic-keywords understands meaning. It uses sentence embeddings (all-MiniLM-L6-v2 by default) and Maximal Marginal Relevance (MMR) to return keywords that are both relevant and diverse — not just the most frequent phrases. Works fully offline after a one-time model download. No API key. No rate limits.

pyeditdistance

A pure, minimalist, no-dependency Python library of various edit distances.