<commit_before># -*- coding: utf-8 -*-

r"""
This module implements filters and contains predefined filters that can be directly applied to graphs.

A filter is associated to a graph and is defined with one or several function(s).
We define by Filterbank a list of filters applied to a single graph.
Tools for the analysis, the synthesis and the evaluation are provided to work with the filters on the graphs.
For specific information, :ref:`see details here<graphs-api>`.<commit_msg>correct reference to filters doc<commit_after># -*- coding: utf-8 -*-

r"""
This module implements filters and contains predefined filters that can be directly applied to graphs.

A filter is associated to a graph and is defined with one or several function(s).
We define by Filterbank a list of filters applied to a single graph.
Tools for the analysis, the synthesis and the evaluation are provided to work with the filters on the graphs.
For specific information, :ref:`see details here<filters-api>`.
{'fraction_non_alphanumeric': 0.06275303643724696, 'fraction_numerical': 0.0020242914979757085, 'mean_word_length': 4.5875706214689265, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, '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': '6686740', 'n_tokens_mistral': 234, 'n_tokens_neox': 228, 'n_words': 147}