Skip to main content

Library for tree models: decision trees, model trees, mimic models, etc.

Project description

Build Status codecov Python Versions PyPI version License

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

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

generalizedtrees-1.2.0.tar.gz (31.6 kB view hashes)

Uploaded Source

Built Distribution

generalizedtrees-1.2.0-py3-none-any.whl (40.2 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page