Metadata-Version: 2.4
Name: rbmpy
Version: 0.0.2
Summary: Python tools for the Reduced Bayesian Model (RBM): simulation, fitting, and analysis.
Author-email: Rasmus Bruckner <rasmusb@zedat.fu-berlin.de>
License: 
        The MIT License (MIT)
        
        Copyright (c) 2025 Rasmus Bruckner
        
        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
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        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
        
Project-URL: Source, https://github.com/rasmusbruckner/rbmpy
Project-URL: Documentation, https://rasmusbruckner.github.io/rbmpy/
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: pandas
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: allinpy
Requires-Dist: pycircstat2
Dynamic: license-file

# RBM Analyses Package

Data analysis with the reduced Bayesian model (RBM).

## Documentation
See the package website for detailed [documentation](https://rasmusbruckner.github.io/rbmpy/).

### agent_rbm

The package contains a Python implementation of the RBM. The model can be used for simulations and for parameter
estimation. Examples coming soon. 

### circular_regression

It also contains code for custom regression models (currently circular) that can be combined with the RBM.
See "examples" folder for a minimal regression example.

## Questions?

For questions, please get in touch with me: [rasmusb@zedat.fu-berlin.de](rasmusb@zedat.fu-berlin.de)

## Built With

* [Python](https://www.python.org)
* Requires the [allinpy package](https://github.com/rasmusbruckner/allinpy)

## Author

* **Rasmus Bruckner** - [GitHub](https://github.com/rasmusbruckner) - [Freie Universität Berlin](https://www.ewi-psy.fu-berlin.de/en/einrichtungen/arbeitsbereiche/neural_dyn_of_vis_cog/learning-lab/team/bruckner/index.html)

## Acknowledgments

[Matt Nassar](https://sites.brown.edu/mattlab/) and
[Hashim Satti](https://www.ewi-psy.fu-berlin.de/en/psychologie/arbeitsbereiche/neural_dyn_of_vis_cog/learning-lab/team/satti/index.html)

## License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
