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The RAISE package
This package provides implementations for some algorithms from the RAISE lab at NC State University. These should be taken as the reference implementations for the papers proposing them, although the code versions that appear in this repo are typically cleaned up versions of the ones actually used. In general, this repo aims to be PEP8-compliant, well-tested, and reasonably-documented. Lab members are responsible for adding their own code via PRs.
The package's intended users are the lab members, who can access a standardized way of loading data, computing metrics, and running statistical tests, and other researchers that wish to reuse/reproduce our algorithms. This code is provided under an LGPL 2.1 license.
Install
The raise_utils package is available on PyPI. Version 3 requires Python 3.11 or newer and uses Keras with the PyTorch backend by default. We test Python 3.11 through 3.14 on Linux, Windows, and Apple Silicon macOS.
pip3 install raise_utils
PyTorch's current binary packages support 64-bit Linux and Windows and Apple Silicon Macs running macOS 14 or newer. Intel Macs need a PyTorch source build; users who need the previous TensorFlow backend or Python 3.9-3.10 can pin raise-utils<3.
Import raise_utils before importing Keras, or set KERAS_BACKEND=torch before starting Python. An explicit KERAS_BACKEND setting takes precedence; installing a different backend is the caller's responsibility.
Contributing
Generally speaking, while this repo is open to PRs, it is intended to be contributed to by lab members. However, feel free to submit PRs to:
- Improve code quality
- Add documentation in
/docs, orsphinx - Add more or better tests
- Fix bugs
Documentation
Read our docs here. Although we do have a readthedocs page, that has proven to be unreliable, historically speaking. We will (probably) fix it at some point. You can find examples in our examples directory.
Citing
You do not need to cite this repo, but we are grateful if you do. We ask that you instead cite the original paper proposing the method that you are reusing in your work.
Contact
The current maintainer of this repository is Rahul Yedida.
1 maintainer
Metadata
1 maintainer
Release files for raise-utils 3.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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