<commit_before>============
Installation
============

Follow these instructions to install DESC and its dependencies. 
Note that the default installation instructions here (except for the IBM Ppower architecture instructions) do not install JAX with GPU support.
To install JAX with GPU support, please refer to the `JAX installation docs <https://github.com/google/jax#installation>`_.

On Your Local Machine
*********************

Install from Pypi:

.. code-block:: bash

    pip install desc-opt

Or from github (for development builds)

.. code-block:: bash
<commit_msg>fix typo<commit_after>============
Installation
============

Follow these instructions to install DESC and its dependencies. 
Note that the default installation instructions here (except for the IBM Power architecture instructions) do not install JAX with GPU support.
To install JAX with GPU support, please refer to the `JAX installation docs <https://github.com/google/jax#installation>`_.

On Your Local Machine
*********************

Install from Pypi:

.. code-block:: bash

    pip install desc-opt

Or from github (for development builds)

.. code-block:: bash

{'fraction_non_alphanumeric': 0.13787085514834205, 'fraction_numerical': 0.0, 'mean_word_length': 4.8520408163265305, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 2, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2186151', 'n_tokens_mistral': 294, 'n_tokens_neox': 277, 'n_words': 133}