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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
Categories
Machine LearningLicense
MIT LicenseFollow Texthero
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