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@@ -26,11 +26,11 @@ models to predict different PTM types. This fragmentation is largely driven by
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  predict multiple PTM types with a single model. To address this limitation, we present the Contrastively Learned Attention-Based Stratified PTM Predictor (CLASPP),
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  a unified PTM prediction model.
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- <p align="center">
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- <img width="120%" src= "https://github.com/user-attachments/assets/e2a5f335-3710-489b-800a-df5cab462488">
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- </p>
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-
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  ## Model Details
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  predict multiple PTM types with a single model. To address this limitation, we present the Contrastively Learned Attention-Based Stratified PTM Predictor (CLASPP),
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  a unified PTM prediction model.
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+ ![Alt text for the image](![Alt text for the image](image_filename.png))
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+ <!-- <p align="center">
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+ <img width="120%" src= "https://huggingface.co/gravelcompbio/Claspp/blob/main/figures/Screenshot%20from%202025-07-11%2014-10-57.png">
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+ </p> -->
 
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  ## Model Details
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