Text-mining Libraries

8 Components & Libraries

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Text-mining Libraries

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments

Trafilatura consistently outperforms other open-source libraries in text extraction benchmarks, showcasing its efficiency and accuracy in extracting web content. The extractor tries to strike a balan…

Library to scrape and clean web pages to create massive datasets.

A straightforward library that allows you to crawl, clean up, and deduplicate webpages to create massive monolingual datasets. Using this library, you should be able to create datasets larger than th…

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

RAKE short for Rapid Automatic Keyword Extraction algorithm, is a domain independent keyword extraction algorithm which tries to determine key phrases in a body of text by analyzing the frequency of …

🗣️ Tool to generate adversarial text examples and test machine learning models against them

This library allows you to generate texts using these methods, and simulate these kind of attacks on your machine learning models. By exposing your model to these texts offline, you will be able to b…

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Simply use:

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

Char-level RNN LSTM password cracker 🔑🔓.

Check out corresponding Medium article: This project was developed for purely educational use. Don't use it for any evil purposes. Randomized and split into: Examples of AI generated passwords that w…