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Average Ratings 0 Ratings
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.
Description
Much like a caterpillar's metamorphosis into a butterfly, the CRISALIS® software will elevate your cumbersome information system into a streamlined and efficient tool. This "super-app" integrates top-tier natural resource applications, pertinent GIS/mapping datasets, and an extensive library of technical documents into a comprehensive Natural Resource Information System. Since its inception in 1999, our award-winning team has meticulously designed, developed, and distributed CRISALIS®, with the latest iteration taking over seven years of dedicated effort to perfect. It lays the groundwork and provides the essential framework for an All-In-One Natural Resource Information System that caters to organizations of all sizes, particularly those smaller to mid-sized with limited IT resources. By connecting over 200 Forestry and Natural Resources-related applications, including 50 commercial options, CRISALIS® can be effortlessly customized to incorporate the apps, datasets, and documents you currently utilize. Furthermore, it empowers you to swiftly and efficiently access and manage more than 200,000 Natural Resources data layers, making it an indispensable resource for effective information management. This remarkable software not only enhances productivity but also ensures that users can effortlessly navigate and leverage a wealth of information at their fingertips.
API Access
Has API
No
API Access
Has API
No
Integrations
No details available.
Integrations
No details available.
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$2900 one-time payment
Free Trial
No
Free Version
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
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
Yes
Windows
Yes
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
Alexandre Salle
Country
Brazil
Website
github.com/alexandres/lexvec
Vendor Details
Company Name
I.R.I.S. Institute
Founded
1995
Country
United States
Website
www.irisinfosys.org/crisalis.html
Product Features
Product Features
Forestry
Barcoding / RFID
Yes
Contract Management
Yes
Cost Accounting
Yes
Customer Management
Yes
Financial Management
Yes
Harvest Management
Yes
Order Processing
Yes
Pricing Management
Yes
Production Tracking
Yes
Supplier Management
Yes
Transportation Management
Yes