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README.md

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 ## BindPred: A Framework for Predicting Protein-Protein Binding Affinity from Language Model Embeddings
 
 # Model Overview
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 •	Binding affinity predictions
 
-# Limitations & Considerations
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-•	The model is trained on ESM2 embeddings and is limited by the quality of those embeddings.
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-•	Performance depends on the training dataset used.
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-•	Not a deep-learning model; instead, it leverages GBTs for fast, interpretable predictions.
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 # Citation
 Maintainer: hbp5181@psu.edu
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 Last Updated: 3/13/2026