Gensim

Gensim

Radim Řehůřek

About

Cython is an optimizing static compiler for both the Python programming language and the extended Cython programming language (based on Pyrex). It makes writing C extensions for Python as easy as Python itself. Cython gives you the combined power of Python and C to let you write Python code that calls back and forth from and to C or C++ code natively at any point. Easily tune readable Python code into plain C performance by adding static type declarations, also in Python syntax. Use combined source code level debugging to find bugs in your Python, Cython, and C code. Interact efficiently with large data sets, e.g. using multi-dimensional NumPy arrays. Quickly build your applications within the large, mature, and widely used CPython ecosystem. The Cython language is a superset of the Python language that additionally supports calling C functions and declaring C types on variables and class attributes.

About

Gensim is a free, open source Python library designed for unsupervised topic modeling and natural language processing, focusing on large-scale semantic modeling. It enables the training of models like Word2Vec, FastText, Latent Semantic Analysis (LSA), and Latent Dirichlet Allocation (LDA), facilitating the representation of documents as semantic vectors and the discovery of semantically related documents. Gensim is optimized for performance with highly efficient implementations in Python and Cython, allowing it to process arbitrarily large corpora using data streaming and incremental algorithms without loading the entire dataset into RAM. It is platform-independent, running on Linux, Windows, and macOS, and is licensed under the GNU LGPL, promoting both personal and commercial use. The library is widely adopted, with thousands of companies utilizing it daily, over 2,600 academic citations, and more than 1 million downloads per week.

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

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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

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Users and developers requiring a static compiler for both Python and Cython programming languages

Audience

Machine learning practitioners seeking a solution for topic modeling and semantic analysis of large text corpora

Audience

Developers interested in a beautiful but advanced programming language

Audience

Online marketers in need of a solution to improve their business operations

Support

Phone Support
24/7 Live Support
Online

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

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

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

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

Review this Software

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

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 4.7 / 5
ease 5.0 / 5
features 4.7 / 5
design 4.7 / 5
support 4.3 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Cython
United States
cython.org

Company Information

Radim Řehůřek
Founded: 2009
Czech Republic
radimrehurek.com/gensim/

Company Information

Python
Founded: 1991
www.python.org

Company Information

WordStream
Founded: 2008
United States
www.wordstream.com

Alternatives

h5py

h5py

HDF5

Alternatives

GloVe

GloVe

Stanford NLP

Alternatives

Alternatives

word2vec

word2vec

Google
Adzooma

Adzooma

ClickTech Solutions
Gensim

Gensim

Radim Řehůřek
Cohere

Cohere

Cohere AI

Categories

Categories

Categories

Categories

Campaign Management Features

Channel Management
Contact Database
Email Marketing
Event Triggered Actions
Lead Management
Multi-Campaign

Channel Management Features

Campaign Management
Channel Analytics
Incentive Management
Inventory Control
Lead Management
Opportunity Management
Order Management
Partner Management
Product Management
Reseller Management

Landing Page Features

A/B Testing
Analytics
Drag & Drop
Form Creation
Real Time Editing
Responsive
SEO Management
Templates

Lead Generation Features

Contact Discovery
Contact Import/Export
Lead Capture
Lead Database Integration
Lead Nurturing
Lead Scoring
Lead Segmentation
Pipeline Management
Prospecting Tools
Visitor Identification

Lead Management Features

Activity Tracking
Campaign Management
Lead Capture
Lead Distribution
Lead Nurturing
Lead Scoring
Lead Segmentation
Pipeline Management
Prospecting Tools
Source Tracking

Marketing Automation Features

A/B Testing
Analytics / ROI Tracking
Artificial Intelligence
Content / Blogging Platform
Customizable CTAs
Drip Campaigns
Dynamic Content
Landing Pages / Web Forms
Lead Scoring
Sales Intelligence
Search Marketing
Segmentation
Social Marketing
Website Visitor Tracking

PPC Features

A/B Testing
Account Alerts
Analytics / ROI Tracking
Bid Management
Budget Management
Campaign Management
Conversion Tracking
Google / Bing Ads
Keyword Research Tools
Keyword Tracking
Landing Pages / Web Forms
URL Builder

SEO Features

A/B Testing
Artificial Intelligence (AI)
Auditing
Competitor Analysis
Content Management
Dashboard
Google Analytics Integration
Keyword Research Tools
Keyword Tracking
Link Management
Localization
Mobile Search Tracking
Rank Tracking
Revenue Management
User Management

Search Engine Marketing (SEM) Features

A/B Testing
Account Alerts
Analytics / ROI Tracking
Bid Management
Budget Management
Campaign Management
Conversion Tracking
Google / Bing Ads
Keyword Research Tools
Keyword Tracking
Landing Pages / Web Forms
URL Builder

Integrations

Android Studio
BlueFlag Security
Claude Opus 4.5
Claude Sonnet 4.5
CodeT5
Comet
Dash0
Droidrun
Gemini 3 Deep Think
Google Cloud Artifact Registry
JAX
Kamatera
Mentat
OpenAI o1
OpenTelemetry
Programming Helper
ProxyMesh
SX.ORG
Solar
Tobiko

Integrations

Android Studio
BlueFlag Security
Claude Opus 4.5
Claude Sonnet 4.5
CodeT5
Comet
Dash0
Droidrun
Gemini 3 Deep Think
Google Cloud Artifact Registry
JAX
Kamatera
Mentat
OpenAI o1
OpenTelemetry
Programming Helper
ProxyMesh
SX.ORG
Solar
Tobiko

Integrations

Android Studio
BlueFlag Security
Claude Opus 4.5
Claude Sonnet 4.5
CodeT5
Comet
Dash0
Droidrun
Gemini 3 Deep Think
Google Cloud Artifact Registry
JAX
Kamatera
Mentat
OpenAI o1
OpenTelemetry
Programming Helper
ProxyMesh
SX.ORG
Solar
Tobiko

Integrations

Android Studio
BlueFlag Security
Claude Opus 4.5
Claude Sonnet 4.5
CodeT5
Comet
Dash0
Droidrun
Gemini 3 Deep Think
Google Cloud Artifact Registry
JAX
Kamatera
Mentat
OpenAI o1
OpenTelemetry
Programming Helper
ProxyMesh
SX.ORG
Solar
Tobiko
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