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Khiops Python API Docs

Welcome to the Khiops Python API documentation page.

Installation

Khiops can be installed in a Python virtual environment using pip, under Linux and macOS (in a bash shell):

python -m venv khiops-venv
source khiops-venv/bin/activate
pip install -U khiops

under Windows (in a powershell shell):

python -m venv khiops-venv
khiops-venv\Scripts\activate
pip install -U khiops

Alternatively, you can install Khiops with the Conda package manager:

conda create -n khiops-env
conda activate khiops-env
conda install -c conda-forge khiops

More details and other installation methods are documented at the Khiops website.

Main Submodules

This package contains the following main submodules.

sklearn submodule

The sklearn module is a Scikit-learn based interface to Khiops. Use it if you are just started using Khiops and are familiar with the Scikit-learn workflow based on dataframes and estimator classes.

core submodule

The core module is a pure Python library exposing all Khiops functionalities. Use it if you are familiar with the Khiops workflow based on plain-text tabular data files and dictionary files (.kdic).