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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
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