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features
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Description

Founded in 2009, 80legs emerged with the straightforward mission of enhancing access to web data. Initially, the company concentrated on offering web crawling solutions to a diverse clientele. As we expanded our customer base, we created a more scalable and product-oriented platform that allowed users to design, set up, and execute their own web crawls. This commitment to making web data user-friendly has inspired us to enhance and diversify our product lineup. In 2012, the 80legs team transitioned to operate as Datafiniti, introducing a new service that provides immediate access to premium web data without requiring users to conduct their own crawls. While Datafiniti continues to grow its data offerings, we are also dedicated to innovating and improving 80legs, as we work toward our goal of democratizing web data for all. Our cloud-enabled platform empowers users to run their own web crawls and extract custom data from our comprehensive web crawl, ensuring that everyone can benefit from the wealth of information available online.

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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

No details available.

Integrations

No details available.

Pricing Details

$29.00/month
Free Trial
Free Version

Pricing Details

Free
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

Datafiniti

Founded

2011

Country

United States

Website

80legs.com

Vendor Details

Company Name

Alexandre Salle

Country

Brazil

Website

github.com/alexandres/lexvec

Product Features

Cloud Management

Access Control
Billing & Provisioning
Capacity Analytics
Cost Management
Demand Monitoring
Multi-Cloud Management
Performance Analytics
SLA Management
Supply Monitoring
Workflow Approval

Product Features

Alternatives

Alternatives

GloVe Reviews

GloVe

Stanford NLP
word2vec Reviews

word2vec

Google