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Description
Datos is a worldwide provider of clickstream data that specializes in licensing anonymized and privacy-compliant datasets, ensuring safety for its clients and partners in a challenging marketplace. With access to both desktop and mobile browsing clickstreams from millions of users globally, Datos delivers this information in user-friendly data feeds. The company's mission revolves around generating clickstream data founded on trust and aimed at achieving concrete outcomes. Esteemed organizations worldwide rely on Datos to furnish the insights necessary to navigate the complexities of the digital landscape with clarity. Among its offerings is the Datos Activity Feed, which grants a comprehensive view of the entire conversion funnel by monitoring every page visit and analyzing varied user behaviors. Additionally, the Datos Behavior Feed provides in-depth data regarding user trends, enhancing businesses' understanding of their audience. By continually evolving its products, Datos ensures that its clients remain equipped to adapt to the fast-paced changes in the digital realm.
Description
LexVec represents a cutting-edge word embedding technique that excels in various natural language processing applications by factorizing the Positive Pointwise Mutual Information (PPMI) matrix through the use of stochastic gradient descent. This methodology emphasizes greater penalties for mistakes involving frequent co-occurrences while also addressing negative co-occurrences. Users can access pre-trained vectors, which include a massive common crawl dataset featuring 58 billion tokens and 2 million words represented in 300 dimensions, as well as a dataset from English Wikipedia 2015 combined with NewsCrawl, comprising 7 billion tokens and 368,999 words in the same dimensionality. Evaluations indicate that LexVec either matches or surpasses the performance of other models, such as word2vec, particularly in word similarity and analogy assessments. The project's implementation is open-source, licensed under the MIT License, and can be found on GitHub, facilitating broader use and collaboration within the research community. Furthermore, the availability of these resources significantly contributes to advancing the field of natural language processing.
API Access
Has API
No
API Access
Has API
No
Integrations
No details available.
Integrations
No details available.
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Datos
Founded
2019
Country
United States
Website
datos.live/
Vendor Details
Company Name
Alexandre Salle
Country
Brazil
Website
github.com/alexandres/lexvec
Product Features
Competitive Intelligence
Alerts/Notifications
No
Benchmarking
No
Competing Product Analysis
No
Keyword Tracking
No
Social Media Monitoring
No
Trend Analysis
No
Website Monitoring
No
Market Research
Benchmarking
No
Compensation Management
No
Data Management
No
Email / Online
No
Face-to-Face
No
Panel Management
No
Paper-Based
No
Phone-Based
No
Sample Management
No
Statistical Analysis
No
Survey Management
No