umodl 0.0.27

A 'subprocess.run' wrapper around the umodl program

UModl

This repository contains:

• UModl, a C++ program forked from Khiops
• umodl, a Python wrapper around the C++ program.

About the Python wrapper

The Python wrapper is a Python package that, when built, compiles the C++ program. It also contains a bit of Python code exporting a single function that runs the compiled C++ program as a subprocess.

Besides the files needed for the compilation of the C++ program, the list of the files composing the Python wrapper is the following:

• ./README.md (this file)
• ./LICENSE
• ./pyproject.toml
• ./setup.py
• ./MANIFEST.in
• ./src/umodl/__init__.py
• ./src/umodl/runumodl.py

The build backend of the wrapper is setuptools. The Python wrapper uses a standard pyproject.toml file for what can be specified in a declarative way, and a setup.py for what cannot. At the time of this writing, the use of the setup.py file is not deprecated for specifying what cannot be in a pyproject.toml or setup.cfg file. The setup.py file is needed to program the compilation of the C++ code, because it is not an extension module and because it makes use of a custom CMake configuration. The MANIFEST.in file describes what will be copied in the temporary directory creating by setuptools during the build, and therefore what is needed to compile the C++ program, plus the files that have to be included in the final package (README, license etc). See the GitHub CI workflow for the steps needed to build the source distribution and the binary distributions of the wrapper.

Khiops

Khiops is an AutoML suite for supervised and unsupervised learning

Installation

For the installation instructions go to Khiops website.

Documentation

See the documentation at the Khiops website

Development

See the developer's documentation wiki.

License

This software is distributed under the BSD 3-Clause-clear License, the text of which is available at https://spdx.org/licenses/BSD-3-Clause-Clear.html or see the LICENSE for more details.

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