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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


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Files for generalizedtrees, version 1.1.0
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