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HadamardLangevin documentation
===============================



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   :caption: Getting started

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   :caption: API

   HadamardLangevin

This is a Python package for sampling from densities of the form  :math:`\pi(x)\propto \exp(-\beta(\lambda \|x\|_1 + G(x)))`, where :math:`G:\mathbb{R}^n\to \mathbb{R}` is a differentiable function, and :math:`\lambda,\beta>0`. The goal is to demonstrate the use of the Hadamard product.


HadamardLangevin package description
-------------------------------------

- **samplers.py**: implementation of proximal and Hadamard Langevin sampling methods.
- **utils.py**: various useful functions for inverse problems, such as wrappers for the wavelet transform.



Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`