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Zero
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app.py
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@@ -60,18 +60,17 @@ def classify(sequence):
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description_md = """
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## π **About AllerTrans β A Powerful Tool for Predicting the Allergenicity of Protein Sequences**
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###### **π§Ύ Output Explanation** β AllerTrans classifies your input sequence into one of the following categories:
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###### **π’ Non-Allergen:** The protein is unlikely to cause an allergic reaction and can be considered safe regarding allergenicity.
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###### **π΄ Potential Allergen:** The protein has the potential to trigger an allergic response or exhibit cross-reactivity in some individuals.
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######
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###### π¨ Remember, AllerTrans is designed as a reliable screening tool. However, for clinical or regulatory decisions, always confirm the prediction results through experimental validation.
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"""
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demo = gr.Interface(fn=classify,
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inputs=gr.Textbox(lines=3, placeholder="Enter protein sequence..."),
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description_md = """
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## π **About AllerTrans β A Powerful Tool for Predicting the Allergenicity of Protein Sequences**
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**𧬠Input Format β FASTA Sequences:** This tool accepts protein sequences in FASTA format.
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**π§Ύ Output Explanation** β AllerTrans classifies your input sequence into one of the following categories:
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###### **π’ Non-Allergen:** The protein is unlikely to cause an allergic reaction and can be considered safe regarding allergenicity.
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###### **π΄ Potential Allergen:** The protein has the potential to trigger an allergic response or exhibit cross-reactivity in some individuals.
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**π Caution & Disclaimer:**
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###### Our model has demonstrated promising performance on the AlgPred 2.0 validation set, which includes a wide range of allergenic and non-allergenic sequences from diverse sources. AllerTrans is also capable of handling recombinant proteins, as supported by additional evaluation using a recombinant protein dataset from UniProt. However, **we advise caution when using this tool on all constructs and modifications of recombinant proteins**. The model's generalizability across various recombinant scenarios has yet to be fully explored.
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###### π¨ Remember, AllerTrans is designed as a reliable screening tool. However, for clinical or regulatory decisions, always confirm the prediction results through experimental validation.
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"""
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demo = gr.Interface(fn=classify,
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inputs=gr.Textbox(lines=3, placeholder="Enter protein sequence..."),
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