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## BindPred:
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# Model Overview
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The BindPred model is a Gradient Boosted Trees (GBT) regressor trained on ESM2 embeddings from Meta’s ESM2 protein language model. It is designed for binding affinity predictive tasks.
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• Not a deep-learning model; instead, it leverages GBTs for fast, interpretable predictions.
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# Citation
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📅 Last Updated: February 2025
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## BindPred: A Framework for Predicting Protein-Protein Binding Affinity from Language Model Embeddings
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# Model Overview
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The BindPred model is a Gradient Boosted Trees (GBT) regressor trained on ESM2 embeddings from Meta’s ESM2 protein language model. It is designed for binding affinity predictive tasks.
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• Not a deep-learning model; instead, it leverages GBTs for fast, interpretable predictions.
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# Citation
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Maintainer: hbp5181@psu.edu
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Last Updated: 3/13/2026
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