3.7.4[2]
/ 15 February 2024; 2 months ago (15 February 2024)
Repository
github.com/explosion/spaCy
Written in
Python, Cython
Operating system
Linux, Windows, macOS, OS X
Platform
Cross-platform
Type
Natural language processing
License
MIT License
Website
spacy.io
spaCy (/speɪˈsiː/spay-SEE) is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython.[3][4] The library is published under the MIT license and its main developers are Matthew Honnibal and Ines Montani, the founders of the software company Explosion.
Unlike NLTK, which is widely used for teaching and research, spaCy focuses on providing software for production usage.[5][6] spaCy also supports deep learning workflows that allow connecting statistical models trained by popular machine learning libraries like TensorFlow, PyTorch or MXNet through its own machine learning library Thinc.[7][8] Using Thinc as its backend, spaCy features convolutional neural network models for part-of-speech tagging, dependency parsing, text categorization and named entity recognition (NER). Prebuilt statistical neural network models to perform these tasks are available for 23 languages, including English, Portuguese, Spanish, Russian and Chinese, and there is also a multi-language NER model. Additional support for tokenization for more than 65 languages allows users to train custom models on their own datasets as well.[9]
^Bird, Steven; Klein, Ewan; Loper, Edward; Baldridge, Jason (2008). "Multidisciplinary instruction with the Natural Language Toolkit" (PDF). Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics, ACL: 62. doi:10.3115/1627306.1627317. ISBN 9781932432145. S2CID 16932735.
Look up spacy in Wiktionary, the free dictionary. Spacy may refer to: Spacy (film), a 1981 experimental short film spaCy, an open-source software library...
analyzing table data, Scikit-learn for various machine learning tasks, NLTK and spaCy for natural language processing, OpenCV for computer vision, and Matplotlib...
capturing Named-entity recognition Free and open-source software portal SpaCy "Project site on SourceForge". 9 July 2001. "Release 3.8.1". 2 January 2023...
with the same morphological structure. The algorithm is also used by the SpaCy library to build semantic word embedding features, while computing the top...
operations of the U.N. Spacy expanded into interstellar colonization and general peacekeeping of off-world Earth settlements. The term "Spacy" is a portmanteau...
Kevin Spacey Fowler (born July 26, 1959) is an American actor. Known for his work on stage and screen, he has received numerous accolades, including two...
the ZAP Spacy's Pendragon, only to be killed by Rei's Gomora. Another Red King was summoned by Bullton as a fight representative against ZAP Spacy alongside...
Island on Earth. Over the course of 10 years the military organization U.N. Spacy reverse-engineers its technology and rebuilds the spacecraft, naming it...
Processing task view contains tm and other text mining library packages. spaCy – open-source Natural Language Processing library for Python Stanbol – an...
as part of their range. Honda's KCW125 (the commercial name in Japan is "Spacy") was modified by Taiwan's Kwang Yang Motor Co., Ltd. (KYMCO), under Honda's...
mining (also referred to as text data mining) Truecasing Apache OpenNLP spaCy General Architecture for Text Engineering Natural Language Toolkit Grishman...
by Hikaru Ichijyo's father. Some time later he decided to join the U.N. Spacy after most of his friends died in the U.N. Wars. His flight instructor during...
being persuaded by Hyuga, Rei decided to join ZAP SPACY. During his membership within the ZAP SPACY crew, he was haunted by the image of the giant buried...
Macross series, depicting the final battles of the U.N. Wars between the U.N. Spacy and the Anti-UN forces, and is also set in the South Pacific, where a gigantic...
Year Title Role Notes 1992 Captain Ron Benjamin Harvey 1993 Shimmer Young Spacy 1994 Iron Will Scout #1 1996 Virtual Oz Tin Boy Voice 1996 The Nome Prince...
and salt in 2010 The university in 2011 Aroset yaho in 2012 Robe mashakel spacy in 2012 Teery ya tayara in 2012 Alf salama in 2013 The best days in 2013...
These songs followed specific themes described by Mäenpää as majestic, "spacy", and melodic. While Mäenpää planned to perform and record each instrument...
Global Information
/ 15 February 2024