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
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