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A set of data tools in Python

Project description

Dython

A set of Data analysis tools in pYTHON 3.x.

Key features:

  • Measures of association for categorical features
  • Plot features correlation and association for mixed data-sets (categorical and continuous features) in an easy and simple way
  • Plot ROC curves with AUC scores and estimated-optimal thresholds

Dython was designed with analysis usage in mind - meaning ease-of-use, functionality and readability are the core values of this library. Production-grade performance, on the other hand, were not considered.

Resources:

Related blogposts:

Learn more about some of the main methods of this library and their usage on these blogposts.

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