ESMFoldMeta
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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.
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About
Profluent's platform revolutionizes protein design by integrating advanced AI with in-house wet-lab capabilities, enabling the creation of proteins either inspired by nature or reimagined from scratch. This holistic approach allows for precise, adaptable, and scalable solutions to complex biological challenges, delivering results that redefine what's possible with proteins. Profluent's foundation models push the frontier of protein design beyond the limitations of random discovery, facilitating the optimization of multiple attributes simultaneously, accessing greater sequence diversity, and enabling novel functionalities. By extrapolating into new protein spaces, Profluent offers unique possibilities beyond natural or patented proteins, making it cheaper, easier, and feasible for partners to achieve commercial success. Profluent's capabilities are built on a commitment to scientific rigor, leveraging diverse datasets and advanced AI to tackle challenges.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Researchers interested in a language model for proteins and genomics
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Audience
Synthetic biologists seeking a solution to harness AI-driven tools for the innovative design and optimization of functional proteins
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMeta
Founded: 2004
United States
github.com/facebookresearch/esm
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Company InformationProfluent
Founded: 2022
United States
www.profluent.bio/platform
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Integrations
No info available.
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Integrations
No info available.
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