.. _install:

Install *DIRESA-Torch*
======================

**Overview**

*DIRESA-Torch* is a Python package for dimension reduction based on PyTorch_.
The distance-regularized Siamese twin autoencoder architecture is designed
to preserve distance (ordering) in latent space while capturing the non-linearities in
the datasets.

.. _PyTorch: https://pytorch.org


**Install DIRESA-Torch**

Install *DIRESA-Torch* with the following command:

.. code-block:: bash

  pip install diresa-torch