Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
Integrations
Google Colab
No
TensorFlow
No
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