<commit_before>========
ImgPheno
========

ImgPheno is a Python packages for extracting useful features from digital
images.

See the nbclassify_ package for example usage of imgpheno.

.. image:: https://travis-ci.org/naturalis/imgpheno.svg?branch=master
   :target: https://travis-ci.org/naturalis/imgpheno

Requirements
============

This Python package has the following dependencies:

* NumPy_

* OpenCV_ (3.4.x)

  * Python bindings

* Python_ (2.7.x)

For some of the example scripts you need additional dependencies:

* PyYAML_

On Debian (based) systems, most dependencies can be installed from the
software repository::

    apt-get install python-opencv python-numpy python-yaml

More recent versions of some Python packages can be obtained via the Python
Package Index::
<commit_msg>Changed installation directions to have opencv installed with pip instead of apt-get<commit_after>========
ImgPheno
========

ImgPheno is a Python packages for extracting useful features from digital
images.

See the nbclassify_ package for example usage of imgpheno.

.. image:: https://travis-ci.org/naturalis/imgpheno.svg?branch=master
   :target: https://travis-ci.org/naturalis/imgpheno

Requirements
============

This Python package has the following dependencies:

* NumPy_

* OpenCV_ (3.4.x)

  * Python bindings

* Python_ (2.7.x)

For some of the example scripts you need additional dependencies:

* PyYAML_

On Debian (based) systems, most dependencies can be installed from the
software repository::

    apt-get install python-numpy python-yaml
    pip install opencv-python

More recent versions of some Python packages can be obtained via the Python
Package Index::

{'fraction_non_alphanumeric': 0.09838998211091235, 'fraction_numerical': 0.004770423375074538, 'mean_word_length': 4.537953795379538, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 4, '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': '7000289', 'n_tokens_mistral': 498, 'n_tokens_neox': 479, 'n_words': 185}