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Initial release
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2025-09-05 11:30:43 -04:00 | 12 commits to main since this releaseRIA Toolkit OSS - Release Notes
Introducing RIA Toolkit OSS: An open-source version of the RIA Toolkit, providing the fundamental components to help engineers and researchers get started building, testing, and deploying radio intelligence applications.
🌟 New Features
On the admin side of things, we have completed the following:
- Set up Poetry for packaging, build, and dependency management.
- Configured pytest and tox for automated testing.
- Set up Sphinx documentation with our our custom theme and hosted it on Read the Docs: RIA Toolkit OSS Documentation.
- Established code style and formatting standards.
- Added CI workflows for building the project, building the docs, testing with tox.
- Drafted
README.md
file along with instructions for installation, getting started, and contributing.
On the development side of things, we have initialized the following packages:
-
Datatypes Package:
- Added
Recording
,Annotation
, andRadioDataset
datatypes.
- Added
-
Utils Package:
- Added array conversion utilities for converting back and forth between the complex 1xN format and the real 2xN
format.
- Added array conversion utilities for converting back and forth between the complex 1xN format and the real 2xN
-
IO Package:
- Added basic read/write for
Recording
class, including support for NumPy binary files and the SigMF standard.
- Added basic read/write for
-
Viz Package:
- Added functionality to create interactive Plotly visualizations for recordings, including spectrograms, time series, frequency spectra, and constellation plots.
-
Transforms Package:
- Functionals for numerous IQ augmentation including time reversal, spectral inversion, and channel swap.
- Functionals for numerous IQ impairments including time shift, frequency shit, and phase shift.
🚧 Known Issues
It’s still early days for RIA Toolkit OSS, and we appreciate your patience and support while we work out a few kinks. Please report any bugs to the project issues board: Issues.
💡 Future Plans
- A unified interface for interacting with software-defined radios, including USRP, BladeRF, PlutoSDR, RTL-SDR, HackRF, and thinkRF.
- Basic model training and testing utilities.
- Upgrading our framework for Radio Datasets to offer greater flexibility and integration with industry-standard tools, more updates coming soon!
🙌 New Contributors
This initial release is a collaborative effort from the Qoherent team, including various components extracted from the RIA Toolkit.
ℹ️ Additional Information
SHA256 Checksums
ria_toolkit_oss-0.1.0-py3-none-any.whl: 09dd72e6a0aff172e0b1aa3d25b620905fe780e76d3f763962ec992b65490e88 ria_toolkit_oss-0.1.0.tar.gz: 4d54544e05944ef89ab2e50058a8b2f2c0f4a1a34198b9e104a0d7103088d0ef
Changelog: be7fef3..v0.1.0
If you have any questions or concerns regarding this release, wish to provide feedback, or would
like to suggest an improvement to the project, please feel free to contact the project maintainers.Downloads