https://github.com/lazydynamics/rxinferserver
RESTful HTTP endpoints to RxInfer
https://github.com/lazydynamics/rxinferserver
backend bayesian-inference openapi rest-api
Last synced: 11 months ago
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RESTful HTTP endpoints to RxInfer
- Host: GitHub
- URL: https://github.com/lazydynamics/rxinferserver
- Owner: lazydynamics
- License: agpl-3.0
- Created: 2025-01-25T13:12:09.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-17T14:45:34.000Z (11 months ago)
- Last Synced: 2025-03-17T15:38:03.466Z (11 months ago)
- Topics: backend, bayesian-inference, openapi, rest-api
- Language: Julia
- Homepage: https://api.rxinfer.com/
- Size: 496 KB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 10
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# RxInferServer.jl
> [!NOTE]
> This is a work in progress and the API is not yet stable and may undergo significant changes. Use at your own risk.
A Julia package that provides RESTful HTTP server functionality for deploying [RxInfer.jl](https://github.com/biaslab/RxInfer.jl) probabilistic models as web services.
## Planned features
- Deploy RxInfer models as HTTP endpoints
- Create multiple instances of the same model
- Run inference, planning and learning in parallel
- Configurable inference parameters (iterations, free energy computation)
- Flexible data input and output formats
- Data layout verification (e.g. missing data, etc.)
- Extensive statistics and diagnostics
- Support for model history and posterior distribution tracking
## Developer commands
The repository uses [Makefile](https://www.gnu.org/software/make/manual/make.html) to run commands useful for developers. Use `make help` to see the available commands.
## License
This project is licensed under the GNU Affero General Public License v3.0 - see the LICENSE file for details.
For companies and organizations that require different licensing terms, alternative licensing options are available from [Lazy Dynamics](https://www.lazydynamics.com). Please [contact](mailto:info@lazydynamics.com) Lazy Dynamics for more information about licensing options that may better suit your specific needs and use cases.