datasense documentation
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