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============= | ||
Introduction | ||
============= | ||
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Installation | ||
============ | ||
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You can install nagisa with pip. | ||
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:: | ||
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pip install nagisa | ||
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Usage | ||
===== | ||
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A sample of word segmentation and POS-tagging for Japanese. | ||
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.. code-block:: python | ||
import nagisa | ||
text = 'Pythonで簡単に使えるツールです' | ||
words = nagisa.tagging(text) | ||
print(words) | ||
#=> Python/名詞 で/助詞 簡単/形状詞 に/助動詞 使える/動詞 ツール/名詞 です/助動詞 | ||
# Get a list of words | ||
print(words.words) | ||
#=> ['Python', 'で', '簡単', 'に', '使える', 'ツール', 'です'] | ||
# Get a list of POS-tags | ||
print(words.postags) | ||
#=> ['名詞', '助詞', '形状詞', '助動詞', '動詞', '名詞', '助動詞'] | ||
Output words can be controlled by POS-tags. | ||
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.. code-block:: python | ||
# Extarcting all nouns from a text | ||
words = nagisa.extract(text, extract_postags=['名詞']) | ||
print(words) | ||
#=> Python/名詞 ツール/名詞 | ||
# Filtering specific POS-tags from a text | ||
words = nagisa.filter(text, filter_postags=['助詞', '助動詞']) | ||
print(words) | ||
#=> Python/名詞 簡単/形状詞 使える/動詞 ツール/名詞 | ||
# A list of available POS-tags | ||
print(nagisa.tagger.postags) | ||
#=> ['補助記号', '名詞', ... , 'URL'] | ||
A word can be recognized as a single word forcibly. | ||
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.. code-block:: python | ||
text = 'ニューラルネットワークを使ってます。' | ||
print(nagisa.tagging(text)) | ||
#=> ニューラル/名詞 ネットワーク/名詞 を/助詞 使っ/動詞 て/助動詞 ます/助動詞 。/補助記号 | ||
# If a word is included in the single_word_list, it is recognized as a single word. | ||
tagger_nn = nagisa.Tagger(single_word_list=['ニューラルネットワーク']) | ||
print(tagger_nn.tagging(text)) | ||
#=> ニューラルネットワーク/名詞 を/助詞 使っ/動詞 て/助動詞 ます/助動詞 。/補助記号 | ||
Nagisa is good at capturing URLs and emoticons from an input text. | ||
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.. code-block:: python | ||
text = '(人•ᴗ•♡)こんばんは♪' | ||
words = nagisa.tagging(text) | ||
print(words) | ||
#=> (人•ᴗ•♡)/補助記号 こんばんは/感動詞 ♪/補助記号 | ||
url = 'https://github.com/taishi-i/nagisaでコードを公開中(๑¯ω¯๑)' | ||
words = nagisa.tagging(url) | ||
print(words) | ||
#=> https://github.com/taishi-i/nagisa/URL で/助詞 コード/名詞 を/助詞 公開/名詞 中/接尾辞 (๑ ̄ω ̄๑)/補助記号 | ||
words = nagisa.filter(url, filter_postags=['URL', '補助記号', '助詞']) | ||
print(words) | ||
#=> コード/名詞 公開/名詞 中/接尾辞 |