Library for tree models: decision trees, model trees, mimic models, etc.
Project description
generalizedtrees
Library for tree models: decision trees, model trees, mimic models, etc.
Installation
The latest stable version is on PyPI. Install it with:
pip install generalizedtrees
Dependencies
Python (>=3.8)
scikit-learn (>=0.23.2)
numpy (>=1.19.1)
scipy (>=1.5.2)
pandas (>=1.1.0)
See requirements.txt for recommended dependencies (usually newest versions of all packages).
Development
We use the GitHub issue tracker for bugs and feature requests.
Building
We use the standard Python process for building the package. Run:
python setup.py build
to locally build the package, and:
python setup.py install
to install the locally built package.
Testing
We use pytest for testing. Run:
pytest
on the command line to run all tests.
License
Licensed under the BSD 3-Clause License Copyright (c) 2020, Yuriy Sverchkov
See LICENSE
