Seismic collapse response prediction of steel moment resisting frames
The data processing and model training can be found in code.ipynb
The datasets needed to run the notebook are also provided in the repository.
We assume a working Anaconda installation.
To create the environment run conda create -n scrap pandas numpy matplotlib seaborn scikit-learn shap pytorch jupyter, then conda activate scrap and pip install anti-clustering. Finally run jupyter notebook ./code.ipynb to start the notebook.