Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations.

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  • License: MIT License (MIT)
  • Author: Yin Cheng
  • Requires: Python <4.0, >=3.9
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Project description

ParaDance

Python PyPI GitHub license Downloads Downloads

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.

Installation

You can install ParaDance using pip:

pip install --upgrade paradance

Contributing

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

License

ParaDance is licensed under the MIT License.

Acknowledgments

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

Project details

Verified details

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  • License: MIT License (MIT)
  • Author: Yin Cheng
  • Requires: Python <4.0, >=3.9
Classifiers

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0.6.3

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0.6.0

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