Welcome to DataVizML’s documentation!

DataVizML is a high-level Object Orientated Python package which aims to provide an easy and intuitive way of exploring the distribution of a set of ML model features and their relationship to a proposed target

Contents:

• Installation
• datavizml package
  • Submodules
  • datavizml.exploratorydataanalysis module
  • datavizml.singledistribution module
  • Module contents
• Demonstration of DataVizML
  • Import libraries
  • Load data
  • Demonstrate with binary classification
  • Demonstrate with regression
  • Demonstrate with multiclass classification
  • Demonstrate with imbalanced binary classification
  • Demonstrate transformation options
• Distribution scoring metrics

Indices and tables

• Index

• Module Index

• Search Page