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Average Ratings 0 Ratings
Description
ESMFold2 builds upon its predecessor, ESMFold, by establishing a new benchmark in single-sequence structure prediction and facilitating the creation of novel functional proteins via exploration of the latent space within the ESMC model. This advanced model is capable of forecasting high-resolution, all-atom 3D structures of biomolecular complexes straight from the amino acid sequence, and it allows for the incorporation of multiple sequence alignments to improve accuracy on difficult targets. Tailored for predicting structures through both sequence and structure modalities, it employs ESM representations that drive a series of looped folding layers while a diffusion model translates pairwise representations into atomic-resolution outcomes. ESMFold2 excels in predicting protein structures from amino acid sequences, providing detailed structural data, including precise all-atom coordinates for both backbone and side chains, along with confidence metrics and optional distogram predictions for in-depth structural evaluation. Furthermore, its innovative approach enhances the understanding of protein folding dynamics and functional implications, making it a valuable tool for researchers in the field.
Description
Unlock business potential through the use of predictive analytics, enabling you to make data-driven decisions and enhance operational processes. With the ability to create predictive models in mere seconds, you can achieve quicker and more accurate forecasting and anomaly detection. TIM InstantML serves as a hyper-automated, advanced machine learning tool designed specifically for time series data, facilitating improved forecasting, anomaly detection, and classification. This solution empowers you to unlock the value embedded in your data, allowing you to harness the capabilities of predictive analytics effectively. It features high-quality automatic feature engineering while concurrently fine-tuning model structures and parameters to optimize performance. TIM also provides versatile deployment options and seamless integration with numerous popular platforms. For those who prefer a user-friendly graphical interface, TIM Studio caters to this need, making the experience efficient and straightforward. Embrace a truly data-driven approach with the robust capabilities of automated predictive analytics, and discover the insights hidden within your data with greater speed and ease. Experience the transformation of your business operations as you leverage these insights to drive strategic initiatives.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Biohub
No
Python
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
€3.20 per month
Free Trial
Yes
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)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
Biohub
Founded
2016
Country
United States
Website
biohub.ai/models/esmfold2
Vendor Details
Company Name
Tangent Works
Country
Belgium
Website
www.tangent.works/