datarefiner 0.1.0

DataRefiner: An Advanced Toolkit for Data Transformation and Processing

DataRefiner: An Advanced Toolkit for Data Transformation and Processing

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DataRefiner is a cutting-edge Python library designed to streamline and enhance the data transformation and processing workflow. Whether you're dealing with complex datasets in machine learning, data analysis, or any data-driven domain, DataRefiner provides an extensive suite of tools to ensure your data is clean, well-structured, and ready for insightful analysis.

Key features of DataRefiner include:

• Advanced Data Transformation: Perform sophisticated data manipulation tasks with ease, including normalization, scaling, encoding, and more.
• Customizable Processing Pipelines: Create flexible and reusable data processing pipelines tailored to your specific needs.
• Integration with Popular Libraries: Seamlessly integrate with libraries such as scikit-learn, pandas, and NumPy to enhance your existing data processing workflows.
• User-Friendly API: Enjoy an intuitive and easy-to-use interface that simplifies complex data transformation tasks.

DataRefiner is designed for data scientists, machine learning engineers, and researchers who demand precision and efficiency in their data preparation processes. Empower your data projects with DataRefiner and unlock the full potential of your data.

DataRefiner	An Advanced Toolkit for Data Transformation and Processing
Free software	GNU General Public License (GPL) V3 license
Documentation	https://datarefiner.readthedocs.io
Python versions	>= 3.8.x
Dependencies	numpy, scipy, scikit-learn, pandas, permetrics

Usage

• Install the current PyPI release:

$ pip install datarefiner

After installation, you can check DataRefiner version:

$ python
>>> import datarefiner
>>> datarefiner.__version__

Please go check out the examples folder. You'll be surprised by what this library can do for your data. You can also read the documentation for more detailed installation instructions, explanations, and examples.

Citation Request

If you use this library for your project, please cite us with:

@software{thieu_2024_12820732,
  author       = {Nguyen Van Thieu},
  title        = {DataRefiner: An Advanced Toolkit for Data Transformation and Processing},
  month        = jul,
  year         = 2024,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.12820731},
  url          = {https://github.com/thieu1995/DataRefiner}
}

Official Links (Get support for questions and answers)

• Official source code repository
• Official document
• Download releases
• Issue tracker
• Notable changes log
• Official discussion group