Offline package for the Predictive Privacy pipeline: synthetic data generation, clustering, survey scoring, and predictive modeling.
Table of Contents
Setup
python -m venv .venv
.venv\Scripts\Activate.ps1
python -m pip install --upgrade pip
python -m pip install jupyter nbconvert jupyterlab pandas numpy scikit-learn scipy matplotlib seaborn requests
Run Order
1) SyntheticData.ipynb
2) Clustering.ipynb
3) Survey_Generation.ipynb
4) analysis/ notebooks for statistical analysis and model training
View Rendered Notebooks
Open: html_notebooks/index.html