There is a newer version of the record available.

Published January 10, 2025 | Version 2.1.0
Software Open

PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks

Authors/Creators

  • 1. University of Birmingham

Description

PyHelpers is an open-source Python package designed to streamline data (pre-)processing and manipulation tasks. It accommodates a wide range of functions and classes grounded in practical applications, making common data operations more accessible and efficient. This toolkit is particularly useful for Python learners, researchers and data scientists seeking to enhance their workflows.

The package supports handling various data types, such as geographical and textual data, allowing for flexibility for diverse data processing needs. It also simplifies data input and output operations by offering functionalities for managing many different file-like objects. In addition, PyHelpers facilitates communication with relational databases, such as PostgreSQL and Microsoft SQL Server. This capability greatly smooths data integration with database systems through efficient data storage and retrieval.

With its comprehensive suite of practical tools, PyHelpers simplifies complex data processing tasks and boosts productivity. It is ready to serve as an essential resource for effective data manipulation, management and analysis for anyone working with data in Python.

For more information and detailed specifications, check out the PyHelpers 2.1.0 documentation.

Notes (English)

Cite as:

Fu, Q. (2020). PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks. Zenodo. https://doi.org/10.5281/zenodo.4017438

For specific version references, please see the list of all versions.

Technical info (English)

Notable changes since 2.0.0:

  • Resolved several identified issues for improved stability. 
  • Introduced new features and fixed various bugs. 
  • Deployed GitHub Pages as an alternative for documentation hosting to Read the Docs. 

Files

mikeqfu/pyhelpers-2.1.0.zip

Files (1.5 MB)

Name Size Download all
md5:b518b1c72afd703d1135bce6d3a8128b
1.5 MB Preview Download

Additional details

Related works

Documents
Software documentation: https://pyhelpers.readthedocs.io/en/2.1.0/ (URL)
Is supplement to
Software: https://github.com/mikeqfu/pyhelpers/tree/2.1.0 (URL)

Software

Repository URL
https://github.com/mikeqfu/pyhelpers
Programming language
Python
Development Status
Active