### Install Tashaphyne Source: https://tashaphyne.readthedocs.io/en/latest/README.html Install the Tashaphyne library using pip. This command downloads and installs the latest version of the package. ```bash pip install tashaphyne ``` -------------------------------- ### Customize Affixes List for Stemming Source: https://tashaphyne.readthedocs.io/en/latest/README.html Demonstrates how to customize the prefix and suffix lists for the ArabicLightStemmer to achieve different stemming results. This is useful for tailoring the stemmer to specific contexts or linguistic variations. ```python import tashaphyne.stemming CUSTOM_PREFIX_LIST = [u'كال', u'أفبال', u'أفك', u'فك', u'أولل', u'', u'أف', u'ول', u'أوال', u'ف', u'و', u'أو', u'ولل', u'فب', u'أول', u'ألل', u'لل', u'ب', u'وكال', u'أوب', u'بال', u'أكال', u'ال', u'أب', u'وب', u'أوبال', u'أ', u'وبال', u'أك', u'فكال', u'أوك', u'فلل', u'وك', u'ك', u'أل', u'فال', u'وال', u'أوكال', u'أفلل', u'أفل', u'فل', u'أال', u'أفكال', u'ل', u'أبال', u'أفال', u'أفب', u'فبال'] CUSTOM_SUFFIX_LIST = [u'كما', u'ك', u'هن', u'ي', u'ها', u'', u'ه', u'كم', u'كن', u'هم', u'هما', u'نا'] # simple stemmer with default affixes list simple_stemmer = tashaphyne.stemming.ArabicLightStemmer() # create a cعstomized stemmer object for stemming enclitics and procletics custom_stemmer = tashaphyne.stemming.ArabicLightStemmer() # configure the stemmer object custom_stemmer.set_prefix_list(CUSTOM_PREFIX_LIST) custom_stemmer.set_suffix_list(CUSTOM_SUFFIX_LIST) word = u"بالمدرستين" # segment word as simple_stemmer.segment(word) print repr(simple_stemmer.get_affix_list()) custom_stemmer.segment(word) print repr(custom_stemmer.get_affix_list()) ``` -------------------------------- ### Stemming Text with Tokenization Source: https://tashaphyne.readthedocs.io/en/latest/README.html This snippet shows how to stem all words in a given Arabic text by first tokenizing the text using `pyarabic.araby.tokenize` and then applying the `ArabicLightStemmer` to each token. ```python import pyarabic.araby as araby from tashaphyne.stemming import ArabicLightStemmer stemmer = ArabicLightStemmer() text = "الأطفال يستريحون في المكتبة للمطالعة" tokens = araby.tokenize(text) for tok in tokens: stem = stemmer.light_stem(tok) print(tok, stem) ``` -------------------------------- ### Tashaphyne Citation (BibTeX) Source: https://tashaphyne.readthedocs.io/en/latest/README.html BibTeX format for citing the Tashaphyne library in academic work. ```bibtex @misc{zerrouki2012tashaphyne, title={Tashaphyne, Arabic light stemmer}, author={Zerrouki, Taha}, url={https://pypi.python.org/pypi/Tashaphyne/0.2}, year={2012} } ``` -------------------------------- ### Citation for Tashaphyne Source: https://tashaphyne.readthedocs.io/en/latest/README.html Use this citation in academic work when referencing Tashaphyne. Both a standard format and BibTeX format are provided. ```misc T. Zerrouki‏, Tashaphyne, Arabic light stemmer‏, https://pypi.org/pypi/Tashaphyne/0.2 ``` ```bibtex @misc{zerrouki2012tashaphyne, title={Tashaphyne, Arabic light stemmer}, author={Zerrouki, Taha}, url={https://pypi.org/pypi/Tashaphyne/0.2}, year={2012} } ``` === COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.