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This project contains custom scikit-learn estimators that we use.

Project description


instaffo-scikit-learn is a Python package that contains transformers and estimators that are compatible with the popular machine learning package scikit-learn.

scikit-learn is the foundation of many machine learning projects here at Instaffo and we are huge fans of the tool. As we sometimes reach the limits of what is possible out of the box, we regularly create custom classes that we have decided to make open source. Please check the license for more details.

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More information about the dependencies can be found in the pyproject.toml file.

User Installation

The easiest way to install instaffo-scikit-learn is using pip:

pip install instaffo-scikit-learn


See the changelog for a history of notable changes to instaffo-scikit-learn.


We welcome new contributors to this project!

Source Code

You can check the latest sources with this command:

git clone


To work on this project, we recommend having the following tools installed:

  • poetry, for dependency management and packaging
  • pyenv, for Python version managment.


After installation, you can launch the test suite from root:

poetry run tox


You can launch the linting suite from root:

poetry run black --check .
poetry run pylint $(git ls-files | grep -E "*.py$")

Help and Support



Thank you to scikit-learn for their contribution to open source software!

Project details

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