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as-cle-bert
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Parent(s):
469bcfa
Update app.py
Browse files
app.py
CHANGED
@@ -90,13 +90,13 @@ def prediction(prompt, temperature, do_structure, enable_roundtrip):
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protein = model.generate(protein, GenerationConfig(track="structure", num_steps=8))
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protein.to_pdb("./round_tripped.pdb")
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html1 = molecule("./round_tripped.pdb")
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return seq, protein.sequence, html, html1, "./
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else:
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html1 = "<h3>Inverse folding and re-generation not enabled</h3>"
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f = open("./round_tripped.pdb", "w")
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f.write("\n")
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f.close()
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return protein.sequence, "Inverse folding and re-generation not enabled", html, html1, "
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else:
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f = open("./empty.pdb", "w")
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f.write("\n")
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@@ -117,7 +117,7 @@ reps = [
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}
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]
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demo = gr.Interface(fn = prediction, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature"), gr.Radio(["Yes", "No"], label="Reconstruct structure", info="Choose wheter to reconstruct structure or not"), gr.Radio(["Yes", "No"], label="Allow inverse-folding", info="Choose wether to allow double check of prediction with inverse folding (ONLY when 'Reconstruct structure' is set to 'Yes')")], outputs = [gr.Textbox(label="Originally predicted sequence", show_copy_button=True),gr.Textbox(label="Inverse folding predicted sequence", show_copy_button=True),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="
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<h2 align='center'>Predict the whole sequence and 3D structure of masked protein sequences!</h2>
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<h3 align='center'>Support this space with a ⭐ on <a href='https://github.com/AstraBert/proteins-w-esm'>GitHub</a></h3>
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<h3 align='center'>Support Evolutionary Scale's ESM with a ⭐ on <a href='https://github.com/evolutionaryscale/esm'>GitHub</a></h3>""", examples = [["___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________", 0.7, "No", "No"], ["__________________________________________________________AGQEEYSAMRDQYMRTGEGFLCVFAINNTKSFEDIHQYREQIKRVKDSDDVPMVLVGNKCDLAARTVESRQAQDLARSYGIPYIETSAKTRQGVEDAFYTLVRE___________________________", 0.2, "Yes", "No"], ["__________KTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLH________", 0.5, "Yes", "Yes"]], cache_examples=False)
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protein = model.generate(protein, GenerationConfig(track="structure", num_steps=8))
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protein.to_pdb("./round_tripped.pdb")
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html1 = molecule("./round_tripped.pdb")
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return seq, protein.sequence, html, html1, "./round_tripped.pdb", "./generation.pdb",
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else:
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html1 = "<h3>Inverse folding and re-generation not enabled</h3>"
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f = open("./round_tripped.pdb", "w")
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f.write("\n")
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f.close()
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return protein.sequence, "Inverse folding and re-generation not enabled", html, html1, "./round_tripped.pdb", "./generation.pdb"
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else:
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f = open("./empty.pdb", "w")
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f.write("\n")
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}
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]
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demo = gr.Interface(fn = prediction, inputs = [gr.Textbox(label="Masked protein sequence", info="Use '_' as masking character", value="___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________"), gr.Slider(0,1,label="Temperature"), gr.Radio(["Yes", "No"], label="Reconstruct structure", info="Choose wheter to reconstruct structure or not"), gr.Radio(["Yes", "No"], label="Allow inverse-folding", info="Choose wether to allow double check of prediction with inverse folding (ONLY when 'Reconstruct structure' is set to 'Yes')")], outputs = [gr.Textbox(label="Originally predicted sequence", show_copy_button=True),gr.Textbox(label="Inverse folding predicted sequence", show_copy_button=True),gr.HTML(label="Predicted 3D structure"),gr.HTML(label="Inverse-folding predicted 3D structure"), Molecule3D(label="Inverse-folding predicted molecular structure", reps=reps), Molecule3D(label="Predicted molecular structure", reps=reps)], title="""<h1 align='center'>Proteins with ESM</h1>
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<h2 align='center'>Predict the whole sequence and 3D structure of masked protein sequences!</h2>
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<h3 align='center'>Support this space with a ⭐ on <a href='https://github.com/AstraBert/proteins-w-esm'>GitHub</a></h3>
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<h3 align='center'>Support Evolutionary Scale's ESM with a ⭐ on <a href='https://github.com/evolutionaryscale/esm'>GitHub</a></h3>""", examples = [["___________________________________________________DQATSLRILNNGHAFNVEFDDSQDKAVLKGGPLDGTYRLIQFHFHWGSLDGQGSEHTVDKKKYAAELHLVHWNTKYGDFGKAVQQPDGLAVLGIFLKVGSAKPGLQKVVDVLDSIKTKGKSADFTNFDPRGLLPESLDYWTYPGSLTTPP___________________________________________________________", 0.7, "No", "No"], ["__________________________________________________________AGQEEYSAMRDQYMRTGEGFLCVFAINNTKSFEDIHQYREQIKRVKDSDDVPMVLVGNKCDLAARTVESRQAQDLARSYGIPYIETSAKTRQGVEDAFYTLVRE___________________________", 0.2, "Yes", "No"], ["__________KTITLEVEPSDTIENVKAKIQDKEGIPPDQQRLIFAGKQLEDGRTLSDYNIQKESTLH________", 0.5, "Yes", "Yes"]], cache_examples=False)
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