.. paradance documentation master file

ParaDance - Data Visualization and Optimization
=============================================================================
ParaDance is a Python toolkit specialized in large-scale data analysis with a focus on multi-objective Bayesian optimization. It supports various aggregation formulas and calculators, streamlining data loading, processing, and visualization.

ParaDance's unique optimization capabilities make it an essential tool for data scientists and researchers seeking advanced, flexible solutions.

* **Large-Scale Data Analysis**: Tailored for handling extensive datasets, providing a comprehensive toolset.
* **Data Loading and Processing**: Offers functionalities for efficient data ingestion and manipulation.
* **Evaluation Metrics**: Includes capabilities for measuring various performance metrics.
* **Sampling**: Provides methods for statistical sampling, aiding in data analysis.
* **Visualization**: Incorporates tools for visualizing data, helping to interpret and understand the underlying patterns.
* **Multi-Objective** Bayesian Optimization: Uniquely features optimization techniques with support for various aggregation formulas and calculators, emphasizing flexibility in multi-objective settings.

.. toctree::
   :caption: Basic Usage
   :maxdepth: 1

   notebooks/optimize_single_target
   notebooks/optimize_multiple_targets

.. toctree::
   :maxdepth: 1
   :caption: Contents

    Installation <installation>
    API Reference <api_reference>

Indices and tables
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* :ref:`genindex`
* :ref:`search`