Welcome to Toolkit’s documentation!

This is the documentation for my data science Toolkit (github repo).

Quickstart

Install the package with pip:

pip install clementcome-toolkit

Import the package and use it:

import cc_tk

Note

This project is still in development and only a few functionalities are available. Do not hesitate to contact me if you have any questions or suggestions.

How-to guides

• How-to Guide: Relationships
  • Overall Summary
  • Single variable relationship
• How-to Guide: Correlations
  • Corrélation avec la cible
  • Corrélation par pair
  • Clusters de corrélation
  • Combinaison de différents transformer
• How-to Guide: Plot
  • Plot Confusion Matrix

Reference

• cc_tk package
  • Subpackages
  • Module contents

Tutorial

• Tutorial: toolkit for classification

Reason behind this project

Its first pupose is to reduce boilerplate code and make my life easier when switching between projects.

On the side benefit, it also serves as a learning experience to develop a python package and document it on my own aligned with the best practices.

Indices and tables

• Index

• Module Index

• Search Page