Metadata-Version: 2.1
Name: rosenbrock
Version: 0.6.6
Summary: Rosenbrock distribution, including unnormalized density and analytic sampler
Home-page: https://github.com/alisiahkoohi/rosenbrock
Author: Ali Siahkoohi
Author-email: ali.siahkoohi@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE

# Rosenbrock distribution

This repository implements the multidimensional [Rosenbrock distribution](https://arxiv.org/pdf/1903.09556.pdf), including unnormalized density and analytic sampler


## Installation

You can install the package via:

```bash
git clone https://github.com/alisiahkoohi/rosenbrock
cd rosenbrock
pip install -e .
```

## Example

For samples from a 2D Rosenbrock distribution, run:

```
python example/example.py
```

![](figs/samples.png)


## Questions

Please contact alisk@gatech.edu for further questions.


## Author

Ali Siahkoohi



