This project applies AI and machine learning models to identify synergistic drug combinations for pancreatic cancer (PANC-1) treatment.
Clone the repository:
git clone https://github.com/ncats/PANC1.git
• Python 3.7.7
• Jupyter Notebooks
• PyTorch
• RDKit for molecular descriptors
• Pandas, NumPy, scikit-learn for data processing and model training
Run the Jupyter notebooks to preprocess data, train models, and analyze results.
Models and scripts developed by MIT are included in the MIT folder.
NCATS models and related scripts are located in the NCATS folder.
UNC simulation scripts and data are provided in the UNC folder.
MIT License.