Tabular ML

Demonstration of Data Science pipeline on typical tabular datasets.

This repository shows a data science pipeline applied to typical datasets such as the “used cars” dataset

Install

git clone https://github.com/JaumeAmoresDS/tabularml.git
pip install -e tabularml[dev]

Analysis

In order to see the analysis currently performed on the “used cars” dataset, first download the data from https://data.world/data-society/used-cars-data, and then run the notebook in nbs/analysis.ipynb. The result of this analysis can be seen in html here: https://jaumeamoresds.github.io/tabularml/analysis.html