ESMFold

ESMFold

Meta
LUIS

LUIS

Microsoft
+
+

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About

ESMFold shows how AI can give us new tools to understand the natural world, much like the microscope, which enabled us to see into the world at an infinitesimal scale and opened up a whole new understanding of life. AI can help us understand the immense scope of natural diversity, and see biology in a new way. Much of AI research has focused on helping computers understand the world in a way similar to how humans do. The language of proteins is one that is beyond human comprehension and has eluded even the most powerful computational tools. AI has the potential to open up this language to our understanding. Studying AI in new domains such as biology can also give insight into artificial intelligence more broadly. Our work reveals connections across domains: large language models that are behind advances in machine translation, natural language understanding, speech recognition, and image generation are also able to learn deep information about biology.

About

Language Understanding (LUIS): A machine learning-based service to build natural language into apps, bots, and IoT devices. Quickly create enterprise-ready, custom models that continuously improve. Add natural language to your apps. Designed to identify valuable information in conversations, LUIS interprets user goals (intents) and distills valuable information from sentences (entities), for a high quality, nuanced language model. LUIS integrates seamlessly with the Azure Bot Service, making it easy to create a sophisticated bot. Powerful developer tools are combined with customizable pre-built apps and entity dictionaries, such as Calendar, Music, and Devices, so you can build and deploy a solution more quickly. Dictionaries are mined from the collective knowledge of the web and supply billions of entries, helping your model to correctly identify valuable information from user conversations. Active learning is used to continuously improve the quality of the models.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers interested in a language model for proteins and genomics

Audience

Organizations that want to build natural language into apps, bots, and IoT devices

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Meta
Founded: 2004
United States
github.com/facebookresearch/esm

Company Information

Microsoft
Founded: 1975
United States
www.luis.ai/

Alternatives

Alternatives

Amazon Lex

Amazon Lex

Amazon
GPT-3.5

GPT-3.5

OpenAI
Dialogflow

Dialogflow

Google
ESMC

ESMC

Biohub
InstructGPT

InstructGPT

OpenAI
InstructGPT

InstructGPT

OpenAI

Categories

Categories

Integrations

Azure CLU
BotCore
Dydu
Geomant
Geomant Wallboard
Ideta
Microsoft Entra ID
Neo Enterprise Assistant Platform
QnA Maker
Quickwork
Take Blip

Integrations

Azure CLU
BotCore
Dydu
Geomant
Geomant Wallboard
Ideta
Microsoft Entra ID
Neo Enterprise Assistant Platform
QnA Maker
Quickwork
Take Blip
Claim ESMFold and update features and information
Claim ESMFold and update features and information
Claim LUIS and update features and information
Claim LUIS and update features and information