Encode MarketingEncode A/S
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Universal Sentence EncoderTensorflow
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Related Products
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About
Encode’s marketing orchestration software boosts agility and maximizes productivity, freeing your team to deliver a higher business impact. Encode’s marketing orchestration solution provides marketers with detailed visibility to resources and work status. Teams and partners are not aligned on all plans from request through to execution in order to deliver meaningful marketing at scale. An adaptable platform that is tailored to you unique marketing and creative operations’ needs - not the other way around. Reduce time to execute by 50% and significantly increase the quality and quantity of content that can be activated without adding more resources. Establish global marketing objectives and ensure alignment of all projects to corporate goals. Track budget health with clear visibility into the actual spend on individual marketing initiatives. A single global view across all planned and in-flight campaigns with updates in real-time.
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About
The Universal Sentence Encoder (USE) encodes text into high-dimensional vectors that can be utilized for tasks such as text classification, semantic similarity, and clustering. It offers two model variants: one based on the Transformer architecture and another on Deep Averaging Network (DAN), allowing a balance between accuracy and computational efficiency. The Transformer-based model captures context-sensitive embeddings by processing the entire input sequence simultaneously, while the DAN-based model computes embeddings by averaging word embeddings, followed by a feedforward neural network. These embeddings facilitate efficient semantic similarity calculations and enhance performance on downstream tasks with minimal supervised training data. The USE is accessible via TensorFlow Hub, enabling seamless integration into various applications.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Workflow Management solution for companies
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Audience
Data scientists and machine learning engineers seeking a tool to optimize their natural language processing models with robust sentence embeddings
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Not Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationEncode A/S
Founded: 2001
Denmark
encode.eu
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Company InformationTensorflow
Founded: 2015
United States
www.tensorflow.org/hub/tutorials/semantic_similarity_with_tf_hub_universal_encoder
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Categories |
Categories |
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Brand Management Features
Approval Process Control
Supported
Artwork Management
Supported
Asset Management
Supported
Change Management
Not Supported
Fulfillment Distribution
Not Supported
Project Management
Supported
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Integrations
Google Colab
Not Supported
TensorFlow
Not Supported
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