Faezeh Sarlakifar commited on
Commit
42f8b52
·
1 Parent(s): 4745b4a

Change 'Allergen' label to 'Potential Allergen' to be more accurate

Browse files
Files changed (1) hide show
  1. app.py +1 -2
app.py CHANGED
@@ -42,13 +42,12 @@ def extract_esm_embedding(sequence):
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  return torch.mean(token_representations[0, 1:len(sequence)+1], dim=0).unsqueeze(0)
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-
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  def classify(sequence):
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  protT5_emb = extract_prott5_embedding(sequence)
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  esm_emb = extract_esm_embedding(sequence)
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  concat = torch.cat((esm_emb, protT5_emb), dim=1)
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  pred = predict_ensemble(protT5_emb, concat, model_protT5, model_cat)
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- return "Allergen" if pred.item() == 1 else "Non-Allergen"
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  demo = gr.Interface(fn=classify,
 
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  return torch.mean(token_representations[0, 1:len(sequence)+1], dim=0).unsqueeze(0)
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  def classify(sequence):
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  protT5_emb = extract_prott5_embedding(sequence)
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  esm_emb = extract_esm_embedding(sequence)
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  concat = torch.cat((esm_emb, protT5_emb), dim=1)
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  pred = predict_ensemble(protT5_emb, concat, model_protT5, model_cat)
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+ return "Potential Allergen" if pred.item() == 1 else "Non-Allergen"
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  demo = gr.Interface(fn=classify,