---
description: >-
  SDGnE is a Python package designed to generate synthetic data and evaluate its
  quality using neural network models and SMOTE variants.
---

# SDGnE - Synthetic Data Generation and Evaluation

## QuickStart Notebooks

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td></td><td>             Autoencoder</td><td></td><td><a href="https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_Autoencoder_Notebook.ipynb">https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_Autoencoder_Notebook.ipynb</a></td></tr><tr><td></td><td>                 SMOTE</td><td></td><td><a href="https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_SMOTE_Notebook.ipynb">https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_SMOTE_Notebook.ipynb</a></td></tr><tr><td></td><td>Autoencoder and SMOTE          Comparison</td><td></td><td><a href="https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_Comparison_Notebook.ipynb">https://colab.research.google.com/github/SartajBhuvaji/SDGnE/blob/main/notebooks/SDGnE_Comparison_Notebook.ipynb</a></td></tr></tbody></table>
