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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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Biohub
Python

Integrations

Biohub
Python

Pricing Details

Free
Free Trial
Free Version

Pricing Details

€3.20 per month
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/esmfold2

Vendor Details

Company Name

Tangent Works

Country

Belgium

Website

www.tangent.works/

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