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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
Tellurium is a versatile Python package that integrates several key tools necessary for conducting simulation studies in systems biology and various other fields. It offers access to the robust high-performance simulation engine known as libRoadrunner. Users can create their models using Antimony, a simplified, human-readable format based on SBML. Additionally, an Antimony tutorial is available for those looking to learn the specifics of the language. Tellurium is compatible with all major standards, including SBML, SED-ML, and COMBINE archives. It can be utilized through user-friendly GUI environments like Spyder, PyCharm, or Jupyter Notebooks, including CoLab, which enhances productivity and supports interactive editing features. Installation is straightforward, achieved through the standard pip method, and there is also a convenient one-click installer available for Windows users that sets up a comprehensive environment for systems biology modeling. The development of Tellurium benefits from the contributions of a wide range of open-source developers, ensuring a continually evolving tool for researchers. Overall, Tellurium stands out as an essential resource for those involved in simulation studies across multiple scientific disciplines.
API Access
Has API
API Access
Has API
Integrations
Biohub
Python
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$15.00/month/user
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Biohub
Founded
2016
Country
United States
Website
biohub.ai/models/esmc
Vendor Details
Company Name
Tellurium
Founded
2010
Country
United States
Website
tellurium.analogmachine.org
Product Features
Product Features
Automated Testing
Hierarchical View
Move & Copy
Parameterized Testing
Requirements-Based Testing
Security Testing
Supports Parallel Execution
Test Script Reviews
Unicode Compliance
