polyglot is a natural language pipeline that supports massive multilingual applications.
polyglot depends on numpy and libicu-dev,
This is free and open source software.
Key Features
- Tokenization (165 Languages).
- Language detection (196 Languages).
- Named Entity Recognition (40 Languages).
- Part of Speech Tagging (16 Languages).
- Sentiment Analysis (136 Languages).
- Word Embeddings (137 Languages).
- Morphological analysis (135 Languages).
- Transliteration (69 Languages).
Website: polyglot.readthedocs.io
Support: GitHub Code Repository
Developer: Rami Al-Rfou
License: GNU General Public License v3.0
polyglot is written in Python. Learn Python with our recommended free books and free tutorials.
Related Software
| Python Natural Language Processing Tools | |
|---|---|
| PyTorch-Transformers | Library of state-of-the-art pre-trained models for NLP |
| NLTK | Natural Language Toolkit |
| spaCy | Industrial strength natural language processing |
| scikit-learn | Machine learning library |
| Haystack | AI orchestration framework |
| Gensim | Vector space modeling and topic modeling toolkit |
| flair | Simple framework for state-of-the-art NLP |
| TextBlob | Python (2 and 3) library for processing textual data |
| doccano | Data labelling and text annotation platform |
| BERTopic | Topic modeling |
| textacy | Python library for performing NLP tasks |
| Presidio | Data protection and de-identification SDK |
| polyglot | Multilingual text (NLP) processing toolkit |
| AllenNLP | Apache 2.0 NLP research library |
| Snips NLU | Natural Language Understanding Python library |
| PyNLPI | Various modules useful for common, and less common, NLP tasks |
| nlpnet | Natural Language Processing with neural networks |
| Pattern | Web mining module |
| GluonNLP | Deep Learning for NLP |
| PyTorch-NLP | Neural network layers, text processing modules and datasets |
| NLP Architect | Deep Learning NLP/NLU library |
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