Appias: machine learning workflow toolkit

A small library for gluing together a few of the standard steps when exploring a dataset and building a model. Built on pandas, sklearn, and matplotlib.

Features

• Explore
• Plot
• Remove Outliers
• Replace and Impute NAs
• Reduce Pandas Memory Usage
• Transform
• Fit, Predict, and Score
• Cross Validate
• Logging

Example Notebook

Installation

pip install appias

Documentation

Coming Soon!