ParaDance is a comprehensive Python toolkit tailored for large-scale data analysis. It offers functionalities for data loading, processing, evaluation metrics, sampling, and visualization. Uniquely, ParaDance features multi-objective Bayesian optimization, supporting various aggregation formulas and calculators. This flexibility in multi-objective settings positions ParaDance as a valuable tool for data scientists and researchers.

You can install ParaDance using pip:

pip install --upgrade paradance

We welcome contributions! If you're interested in enhancing the features of ParaDance, please create a pull request.

ParaDance is licensed under the MIT License.

We appreciate the community for your support and contributions. Thank you!