dython 0.6.0

A set of data tools in Python

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:

• Documentation is available at shakedzy.xyz/dython
• Project source is available at https://github.com/shakedzy/dython

Related blogposts:

• Read more about the categorical tools on The Search for Categorical Correlation
• Read more about using ROC graphs on Hard ROC: Really Understanding & Properly Using ROC and AUC