textacy is a Python library for performing a variety of natural language processing (NLP) tasks, built on the high-performance spaCy library.
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Tag: natural language processing
Natural Language Toolkit – platform for building Python programs to work with human language data
NLTK, the Natural Language Toolkit, is a suite of open source Python modules, data sets and tutorials supporting research and development.
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spaCy – industrial strength natural language processing
spaCy is an open-source software library for advanced Natural Language Processing, written in the programming languages Python and Cython.
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nlpnet – Natural Language Processing with neural networks
nlpnet is a Python library for NLP tasks based on neural networks. It performs part-of-speech tagging and semantic role labeling.
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TextBlob – Python (2 and 3) library for processing textual data
TextBlob is an open source, Python (2 and 3) library for processing textual data. It provides a consistent API.
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Gensim – Python-based vector space modeling and topic modeling toolkit
Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora.
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polyglot – multilingual text (NLP) processing toolkit
Polyglot is a natural language pipeline that supports massive multilingual applications. It’s written in Python.
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PyNLPl – Python library for Natural Language Processing
PyNLPl is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks.
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Pattern – web mining module
Pattern is a web mining module for Python. It is well documented, thoroughly tested with 350+ unit tests and comes bundled with 50+ examples.
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GATE – natural language processing and information extraction framework
GATE provides Java-based language processing with visual annotation tools, information extraction, JAPE rules and extensible plugins.
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Apache OpenNLP – machine learning toolkit for natural language processing
Apache OpenNLP provides Java tools for language detection, tokenisation, parsing, entity recognition and trainable text analysis.
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Stanford CoreNLP – natural language processing toolkit
Stanford CoreNLP provides Java-based text analysis with tokenisation, named entities, parsing, coreference and multilingual models.
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MALLET – statistical natural language processing toolkit
MALLET provides Java tools for topic modelling, document classification, sequence tagging, clustering and statistical text analysis.
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Apache Lucene – full-text search engine library
Apache Lucene is a search library offering indexing, BM25 ranking, phrase queries, faceting, highlighting and nearest-neighbour retrieval.
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UIMA – framework for unstructured information analysis
Apache UIMA builds text-analysis pipelines with typed annotations, reusable components, CAS data structures and Java integration.
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Excellent Utilities: LanguageTool – style and grammar checker for 30+ languages
LanguageTool is a free and open source proofreading tool for English, German, Spanish, Russian, and more than 25 other languages.
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