hugiml-core
===========

Copyright 2026 Srikumar Krishnamoorthy

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.


Scientific Reference
--------------------
The algorithms implemented in this package are described in:

  Krishnamoorthy, S. (2024). "Interpretable Classifier Models for Decision
  Support Using High Utility Gain Patterns." IEEE Access, 12, 126088–126107.
  DOI: 10.1109/ACCESS.2024.3455563

Third-Party Dependencies
------------------------
This software depends on the following third-party packages, each governed
by its own license:

  numpy         — BSD 3-Clause License
                  https://numpy.org/
  scipy         — BSD 3-Clause License
                  https://scipy.org/
  scikit-learn  — BSD 3-Clause License
                  https://scikit-learn.org/
  pandas        — BSD 3-Clause License
                  https://pandas.pydata.org/
  pybind11      — BSD 3-Clause License (build-time only)
                  https://github.com/pybind/pybind11

Optional integrations (not bundled):
  opentelemetry-api    — Apache License 2.0
  prometheus-client    — Apache License 2.0
  shap                 — MIT License

All of the above licenses are compatible with the Apache License 2.0 under
which this package is distributed.

Provenance
----------
Source repository: https://github.com/srikumar2050/hugiml-core
Primary maintainer: Srikumar Krishnamoorthy
