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README.md
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@@ -17,36 +17,31 @@ short_description: app to generate and view beta-lactam molecules
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This application demonstrates a drug discovery pipeline that allows users to:
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* Generate novel beta-lactam molecules using a generative AI model.
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* View the generated molecules with options to display and copy SMILES or SAFE strings.
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* Predict ADMET properties for the generated molecules using ADMET-AI.
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## Features
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* Molecule Generation:
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* Generates up to
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* Users can adjust the creativity (temperature) of the generation process.
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* Generated molecules are named 'Mol01' to '
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* Molecule Viewing:
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* Displays molecule structures using Streamlit.
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* Option to view molecules as SMILES or SAFE
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* Provides copy-to-clipboard functionality for molecule strings.
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* ADMET Property Prediction:
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* Integrates ADMET-AI to predict properties
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* Displays predicted properties
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## How to Use the App
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1. Set Generation Parameters:
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* Use the sidebar to adjust the creativity (temperature) slider.
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* Select the number of molecules to generate (maximum of
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2.
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* Select whether to display molecule strings as SMILES or SAFE.
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3. Generate Molecules:
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* Click the 'Generate Molecules' button.
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* Generated molecules will appear with their structures, strings, and predicted ADMET properties.
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4. Copy Molecule Strings:
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* Use the 'Copy' button under each molecule to copy the SMILES or SAFE string to your clipboard.
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This application demonstrates a drug discovery pipeline that allows users to:
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* Generate novel beta-lactam molecules using a generative AI model that was fine-tuned with beta-lactam structures.
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* View the generated molecules with options to display and copy SMILES or SAFE strings.
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* Predict ADMET properties for the generated molecules using ADMET-AI.
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## Features
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* Molecule Generation:
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* Generates up to 3 beta-lactam molecules at a time.
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* Users can adjust the creativity (temperature) of the generation process. Higher number leads to more diverse output.
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* Generated molecules are named 'Mol01' to 'Mol03'.
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* Molecule Viewing:
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* Displays molecule structures using Streamlit.
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* Option to view molecules as SMILES or SAFE encodings.
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* ADMET Property Prediction:
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* Integrates ADMET-AI to predict select properties.
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* Displays predicted properties of each molecule.
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## How to Use the App
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1. Set Generation Parameters:
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* Use the sidebar to adjust the creativity (temperature) slider.
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* Select the number of molecules to generate (maximum of 3).
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2. Generate Molecules:
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* Click the 'Generate Molecules' button.
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* Generated molecules will appear with their structures, strings, and predicted ADMET properties.
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