<commit_before>"""
KINCluster is clustering like KIN.

release note: version 0.1.4.5
    First release
"""

__version__ = '0.1.4.5'

__all__ = ['core', 'lib']

from KINCluster import core
from KINCluster import lib
<commit_msg>Release 0.1.5.1<commit_after>"""
KINCluster is clustering like KIN.



release note: 
- version 0.1.5.1
    rebase module, just import KINCluster
    simplify extractor module

- version 0.1.4.5
    First release
"""

__version__ = '0.1.5.1'

__all__ = ['KINCluster', 
'Cluster', 'Extractor', 'Item', 'Pipeline', 
'tokenizer', 'stopwords']

from KINCluster.KINCluster import KINCluster

from KINCluster.core.cluster import Cluster 
from KINCluster.core.extractor import Extractor 
from KINCluster.core.item import Item 
from KINCluster.core.pipeline import Pipeline 

from KINCluster.lib.tokenizer import tokenizer
from KINCluster.lib.stopwords import stopwords
{'fraction_non_alphanumeric': 0.10472972972972973, 'fraction_numerical': 0.02702702702702703, 'mean_word_length': 4.387878787878788, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 6, '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': '3587253', 'n_tokens_mistral': 315, 'n_tokens_neox': 302, 'n_words': 86}