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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Capstera is a powerful software solution designed for business architecture and capability modeling, enabling organizations to effectively represent their existing and target business capabilities using detailed semantics, which can be utilized like Lego blocks for developing various products and initiatives. This software not only supports all essential elements of business architecture but also provides functionalities that allow users to create a detailed capability map, breaking down each capability into finer levels of detail. Moreover, Capstera facilitates the capture of rich semantic information, ensuring clear communication of what each capability entails. Users have access to multiple views for reviewing and refining their models, and the software is equipped with a comprehensive array of tools that enable annotation, bookmarking, embedding of sub-maps, and conducting health assessments to ensure optimal capability evolution. Ultimately, Capstera empowers enterprises with a versatile platform to enhance their strategic planning and execution.

Description

The Universal Sentence Encoder (USE) transforms text into high-dimensional vectors that are useful for a range of applications, including text classification, semantic similarity, and clustering. It provides two distinct model types: one leveraging the Transformer architecture and another utilizing a Deep Averaging Network (DAN), which helps to balance accuracy and computational efficiency effectively. The Transformer-based variant generates context-sensitive embeddings by analyzing the entire input sequence at once, while the DAN variant creates embeddings by averaging the individual word embeddings, which are then processed through a feedforward neural network. These generated embeddings not only support rapid semantic similarity assessments but also improve the performance of various downstream tasks, even with limited supervised training data. Additionally, the USE can be easily accessed through TensorFlow Hub, making it simple to incorporate into diverse applications. This accessibility enhances its appeal to developers looking to implement advanced natural language processing techniques seamlessly.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Google Colab No 
TensorFlow No 

Integrations

Google Colab Yes 
TensorFlow Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
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 No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Capstera

Founded

2012

Country

United States

Website

www.capstera.com

Vendor Details

Company Name

Tensorflow

Founded

2015

Country

United States

Website

www.tensorflow.org/hub/tutorials/semantic_similarity_with_tf_hub_universal_encoder

Product Features

Business Intelligence

Ad Hoc Reports No 
Benchmarking Yes 
Budgeting & Forecasting Yes 
Dashboard Yes 
Data Analysis Yes 
Key Performance Indicators Yes 
Natural Language Generation (NLG) No 
Performance Metrics Yes 
Predictive Analytics Yes 
Profitability Analysis Yes 
Strategic Planning Yes 
Trend / Problem Indicators No 
Visual Analytics No 

Product Features

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