/datasense

A Python library for data scientists, machine learning engineers, and statisticians. Statistical and graphical functions for making sense of data to create information and understanding.

Primary LanguagePythonISC LicenseISC

In brevi

datasense is a Python library for data scientists, machine learning engineers, and statisticians. It contains statistical and graphical functions for making sense of data to create information and understanding.

  • Supervised machine learning
  • Six Sigma methodology
  • Regular expressions
  • Process capability
  • Process variation
  • Excel file edits
  • Taguchi Methods
  • Data Science
  • Automation
  • Analytics

Why datasense?

  • Equivalent Python functions that are available in R, SAS, JMP, Minitab
  • Other packages have limited process control analysis features
  • Other packages are abandoned or inadequately supported
  • Functions to support measurement system analysis
  • Functions to simplify statistics, graphs, etc.
  • Functions to support process control charts
  • Functions to support SQL functionality
  • Develop a free open source package

Documentation

Full documentation is available at https://datasense.readthedocs.io/en/latest/.

References

To cite this repository, please use:

@software{datasense, author = {Gilles Pilon}, title = {datasense}, url = {https://github.com/gillespilon/datasense}, version = {0.9.1}, date = {2024-04-30} }