GloVe

GloVe

Stanford NLP
+

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About

GloVe (Global Vectors for Word Representation) is an unsupervised learning algorithm developed by the Stanford NLP Group to obtain vector representations for words. It constructs word embeddings by analyzing global word-word co-occurrence statistics from a given corpus, resulting in vector spaces where the geometric relationships reflect semantic similarities and differences among words. A notable feature of GloVe is its ability to capture linear substructures within the word vector space, enabling vector arithmetic to express relationships. The model is trained on the non-zero entries of a global word-word co-occurrence matrix, which records how frequently pairs of words appear together in a corpus. This approach efficiently leverages statistical information by focusing on significant co-occurrences, leading to meaningful word representations. Pre-trained word vectors are available for various corpora, including Wikipedia 2014.

About

The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.

About

An opinionated framework for creating REST-like APIs in Ruby.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data scientists in search of a solution to enhance their natural language processing models with word embeddings that capture global statistical information from large text corpora

Audience

Developers interested in a beautiful but advanced programming language

Audience

Anyone searching for an advanced Development Framework solution

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Stanford NLP
United States
nlp.stanford.edu/projects/glove/

Company Information

Python
Founded: 1991
www.python.org

Company Information

Ruby Grape
www.ruby-grape.org

Alternatives

Alternatives

Alternatives

Gensim

Gensim

Radim Řehůřek
LexVec

LexVec

Alexandre Salle
Jersey

Jersey

Eclipse Foundation
word2vec

word2vec

Google

Categories

Categories

Categories

Integrations

CTRLpotato
Codepad
CrowdRender
Decentriq
Encord
Enhance
Intel Tiber AI Studio
JSON Formatter
Meya
Overleaf
Qodo
RA.Aid
Refraction
Stenography
Typora
WithoutBG
YASARA
behave
pdfRest
sbomify

Integrations

CTRLpotato
Codepad
CrowdRender
Decentriq
Encord
Enhance
Intel Tiber AI Studio
JSON Formatter
Meya
Overleaf
Qodo
RA.Aid
Refraction
Stenography
Typora
WithoutBG
YASARA
behave
pdfRest
sbomify

Integrations

CTRLpotato
Codepad
CrowdRender
Decentriq
Encord
Enhance
Intel Tiber AI Studio
JSON Formatter
Meya
Overleaf
Qodo
RA.Aid
Refraction
Stenography
Typora
WithoutBG
YASARA
behave
pdfRest
sbomify
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