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ease
features
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Description

Gensim is an open-source Python library that specializes in unsupervised topic modeling and natural language processing, with an emphasis on extensive semantic modeling. It supports the development of various models, including Word2Vec, FastText, Latent Semantic Analysis (LSA), and Latent Dirichlet Allocation (LDA), which aids in converting documents into semantic vectors and in identifying documents that are semantically linked. With a strong focus on performance, Gensim features highly efficient implementations crafted in both Python and Cython, enabling it to handle extremely large corpora through the use of data streaming and incremental algorithms, which allows for processing without the need to load the entire dataset into memory. This library operates independently of the platform, functioning seamlessly on Linux, Windows, and macOS, and is distributed under the GNU LGPL license, making it accessible for both personal and commercial applications. Its popularity is evident, as it is employed by thousands of organizations on a daily basis, has received over 2,600 citations in academic works, and boasts more than 1 million downloads each week, showcasing its widespread impact and utility in the field. Researchers and developers alike have come to rely on Gensim for its robust features and ease of use.

Description

The HPE SimpliVity 2600 offers exceptional performance, even in environments with a high number of users. It effectively minimizes the negative effects of client login surges, thus enhancing the user experience with unparalleled client virtualization capabilities. Designed for edge hyperconvergence, the HPE SimpliVity 2600's compact size makes it perfect for virtualized tasks in areas where space is limited. Its scale-out architecture not only lowers initial capital expenses but also ensures that investments are closely aligned with business needs. This system allows for the incremental addition of building blocks, creating a highly scalable pool of shared resources. Moreover, the HPE SimpliVity 2600 includes integrated backup and disaster recovery solutions, safeguarding the entire client virtualization infrastructure along with any associated management workloads. In doing so, it reinforces the overall reliability and agility of IT operations in demanding environments.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

C
Cython
NumPy
Python
fastText
word2vec

Integrations

C
Cython
NumPy
Python
fastText
word2vec

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Radim Řehůřek

Founded

2009

Country

Czech Republic

Website

radimrehurek.com/gensim/

Vendor Details

Company Name

Hewlett Packard

Founded

1939

Country

United States

Website

buy.hpe.com/us/en/enterprise-solutions/converged-systems/hyperconverged/hyper-converged-2000/hpe-simplivity-2600/p/1010840872

Product Features

Natural Language Processing

Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization

Alternatives

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word2vec

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