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myautoml is a package which provides a framework to automate machine learning

Project description

MyAutoML

Documentation Status Latest Python Release Downloads

MyAutoML is a project that aims to help data scientists become more efficient, by providing:

  • Cookiecutter templates
  • Example scripts (based on the Cookiecutter templates)
  • A Python package with functions to perform common tasks
  • A programming framework to automate as much as possible of the repetitive work a data scientist is likely to encounter.

Installation

Install MyAutoML using pip:

pip install myautoml

Documentation

Documentation is under development. The latest version can be found at https://myautoml.readthedocs.io/en/latest/.

Tutorial

Wondering how to get started with training a model with MyAutoML? Have a look at the tutorial!

Example scripts

We provide example scripts in the folder scripts.

Cookiecutters

To use the Cookiecutter templates:

cookiecutter https://github.com/myautoml/myautoml.git --directory="cookiecutter/binary_classifier"

Project details


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