Khiops Python API Docs

Welcome to the Khiops Python API documentation page.

Installation

Khiops can be installed with conda package manager

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

Alternatively, you can install in a virtual environment using pip, under Linux (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

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

Main Submodules

This package contains the following main submodules.

sklearn submodule

The khiops.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 khiops.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).