Texthero

Texthero is a python package to work with text data efficiently. It empowers NLP developers with a tool to quickly understand any text-based dataset and it provides a solid pipeline to clean and represent text data, from zero to hero.

Features

Text preprocessing, representation and visualization from zero to hero
Documentation available
Load any text dataset with Pandas
Reduce dimension and visualize the vector space
Preprocess text data: it offers both out-of-the-box solutions but it's also flexible for custom-solutions
Keyphrases and keywords extraction, and named entity recognition
TF-IDF, term frequency, and custom word-embeddings (wip)
Clustering (K-means, Meanshift, DBSCAN and Hierarchical), topic modeling (wip) and interpretation

Project Samples

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-06

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