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Average Ratings 0 Ratings
Description
ESMC represents the newest advancement in the ESM series of protein language models, pushing the boundaries of representation learning within the field of protein biology. With training on billions of evolutionary sequences, it adeptly captures representations that encapsulate a mechanistic understanding of protein structure and function. The model utilizes a transformer architecture, focusing on sequences as its primary modality, and is trained on a vast dataset comprising up to 6 billion proteins. ESMC is tailored for various protein science applications, such as predicting structures, annotating functions, designing proteins, and exploring evolutionary connections among proteins. Additionally, it possesses the capability to create novel proteins based on partial sequences, structures, or functional constraints, thereby enabling researchers to investigate innovative avenues in protein design and biological discovery. Accessible through the Biohub Platform, ESMC can be utilized via an API and the ESM Python package, which includes quickstart resources for installation, API key generation, and platform connectivity, ensuring a seamless experience for users. This comprehensive accessibility encourages a broader engagement with protein research and enhances collaborative efforts in the scientific community.
Description
Mira is an online AI platform tailored for scientists engaged in research and development within the fields of science and materials. It aids researchers in navigating literature, structuring evidence, formulating hypotheses, orchestrating computational processes, and condensing findings. The platform features task-oriented AI agents that integrate project-specific information with scientific instruments and computational resources to facilitate the entire research journey, from defining the research question to analyzing and reporting outcomes. Its applications span a variety of disciplines, including chemistry, materials research, molecular design, protein workflows, and the replication of established methods. By providing project workspaces, Mira ensures that context is preserved throughout various tasks, while its workflow views and generated reports enable users to examine and systematically arrange their findings. Moreover, Mira is specifically crafted for scientists and R&D teams looking to enhance their literature-driven explorations and computational studies; importantly, its outputs are intended to complement, not replace, the critical evaluation and expertise of seasoned scientists. The platform ultimately empowers researchers to achieve more efficient outcomes in their scientific endeavors.
API Access
Has API
Yes
API Access
Has API
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
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
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Biohub
Founded
2016
Country
United States
Website
biohub.ai/models/esmc
Vendor Details
Company Name
Deep Principle
Founded
2024
Country
China
Website
agentmira.io