Our Easy-to-use Tools Facilitate the Protein Design Process
Our tools are standalone or can be used together at any point in your project
PoET
Predict variant effects and create initial library designs guided by evolution
Requires: sequence of interest 
 Output: library designs and predictions 
Highlights
- Introduce diversity
 - Predict mutagenesis hotspots
 - Identify high probability variants
 - Shuffle domains
 
Optimization and Prediction Models (OP Models)
Design optimized variant libraries using ML models trained on your data
Requires: data and design goals 
 Output: library designs and predictions 
Highlights
- Design single site and combinatorial libraries
 - Create informative visuals (UMAPs, joint plots, histograms)
 - Get embeddings for sequence-to-function learning
 - Inform design tradeoff based on quantitative analyses
 
Structure Prediction
View and download high quality structure predictions
Requires: sequence of interest 
 Output: web based visuals and .pdb files 
Highlights
- Validate designs
 - Predict multi-chain structures
 
    See our tools in action by visiting our Walkthroughs page
    
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