solas-ai 0.6.0

A Python Library of Curated Disparity Testing Metrics for Use in Real-World Settings

SolasAI: Algorithmic Fairness, Explainability, and Mitigation Software

Installing

# Create a virtual environment; supports Python 3.8 through 3.12 (inclusive)
#
#     -p [VERSION] to specify desired Python version
#     -c to make uv "clean" (delete/recreate) a .venv if one exists
#
#     -cp [VERSION] to do both together
#
uv venv -cp 3.12

# Install solas-ai and all its dependencies
uv pip install -e '.[dev]'

Development

Running tests

To run the entire test suite in verbose mode and also see a unit test coverage report:

pytest -vv --cov

To run only solas_disparity unit tests:

pytest -vv --cov tests/solas_disparity/

To run only solas_proxy unit tests:

pytest -vv --cov tests/solas_proxy/

Installing ONLY the disparity or solas_proxy packages

solas_disparity:

uv venv -cp 3.12  # Or desired Python version
cp disparity-pyproject.toml pyproject.toml
uv pip install -e '.[dev]'

solas_proxy:

uv venv -cp 3.12  # Or desired Python version
cp proxy-pyproject.toml pyproject.toml
uv pip install -e '.[dev]'

Confidentiality and Copyright

All contents of this repository are confidential and are owned and copyrighted by SolasAI, Inc. unless stated otherwise. All rights are reserved.

Please review the license in detail.