Repository of codes for the machine learning based based classification of depression
Use Jupyter notebooks (.ipynb files) to load data, transform data, and explore models.
Use scripts in grid_search directory to batch run combinations of data, and model configurations.
- Python 3.6+
- Scikit learn
- Jupyter notebook
- Numpy
- Pandas
- Scipy
- Matplotlib
- Seaborn
- XGBoost
- mlxtend
- data
Data and results.
- grid_search
Script to perform batch grid search. Script to parse results.
- Xingang (Ian) Fang, Ph.D., Florida State University
- Alex Alexander De Sabatino, Florida State University