rai-experiments 0.2.0

Convenience functions and utilities for rai-toolbox tutorials and demonstrations.

# rai-experiments

This directory contains experiments and analyses that leverage the capabilities of the rai-toolbox.

Each entry in experiments/ is an independent “project” that reproduces certain research results, or that demonstrates particular features of the toolbox in an applied setting.

## Installing rai-experiments utilities

rai-experiments is also a pip-installable package that includes utilities that are leveraged by rai-toolbox’s tutorials and docs. Install these via:

`console $ pip install rai-experiments `

## Running experiment notebooks

Follow the above installation instructions, then clone this repo and navigate to the navigate to the experiments/ directory.

Some of the experiments contain Jupyter notebooks (.ipynb files). In order to open and run these, you must [install either jupyterlab or the “classic” jupyter notebook](https://jupyter.org/install).

# For Maintainers

To publish a new version of rai-experiments do the following:

1. Update __version__ in experiments/src/rai_experiments/__init__.py

2. Open a PR into the branch rai-exps-publish

3. Review and merge.

This will automatically trigger GitHub Actions, which will publish this new version to PyPI.

# Disclaimer

DISTRIBUTION STATEMENT A. Approved for public release. Distribution is unlimited.

This material is based upon work supported by the Under Secretary of Defense for Research and Engineering under Air Force Contract No. FA8702-15-D-0001. Any opinions, findings, conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the Under Secretary of Defense for Research and Engineering.

A portion of this research was sponsored by the United States Air Force Research Laboratory and the United States Air Force Artificial Intelligence Accelerator and was accomplished under Cooperative Agreement Number FA8750-19-2-1000. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the United States Air Force or the U.S. Government. The U.S. Government is authorized to reproduce and distribute reprints for Government purposes notwithstanding any copyright notation herein.

© 2023 Massachusetts Institute of Technology.

Subject to FAR52.227-11 Patent Rights - Ownership by the contractor (May 2014)

The software/firmware is provided to you on an As-Is basis

Delivered to the U.S. Government with Unlimited Rights, as defined in DFARS Part 252.227-7013 or 7014 (Feb 2014). Notwithstanding any copyright notice, U.S. Government rights in this work are defined by DFARS 252.227-7013 or DFARS 252.227-7014 as detailed above. Use of this work other than as specifically authorized by the U.S. Government may violate any copyrights that exist in this work.

MIT License

Copyright (c) 2023 Massachusetts Institute of Technology

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.