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The custom model training functionality extends PSF's utility beyond pre-existing datasets, enabling researchers to train new models on novel protein scaffolds.
The workflow involves:
Uploading scaffold sequences or generating homologous sequences
System preprocessing of input data
Model training with user-selected AI algorithms
Result delivery with performance metrics
Key features include NCBI Protein BLAST API integration for generating homologous sequences and our task queue system for handling multiple training jobs asynchronously. |