{"id":989068,"date":"2024-12-27T08:08:05","date_gmt":"2024-12-27T00:08:05","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/989068.html"},"modified":"2024-12-27T08:08:10","modified_gmt":"2024-12-27T00:08:10","slug":"%e5%a6%82%e4%bd%95python%e8%af%86%e5%88%ab%e9%94%99%e5%88%ab%e5%ad%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/989068.html","title":{"rendered":"\u5982\u4f55python\u8bc6\u522b\u9519\u522b\u5b57"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25064420\/4120aec0-0dd6-4466-960a-f2e6436b0572.webp\" alt=\"\u5982\u4f55python\u8bc6\u522b\u9519\u522b\u5b57\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\u8bc6\u522b\u9519\u522b\u5b57\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u62fc\u5199\u68c0\u67e5\u5e93\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u548c\u81ea\u5b9a\u4e49\u8bcd\u5178\u3002\u5e38\u7528\u7684\u65b9\u6cd5\u6709\uff1a\u5229\u7528\u62fc\u5199\u68c0\u67e5\u5e93\u5982PySpellChecker\u3001\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u5982TextBlob\u3001\u7ed3\u5408\u81ea\u5b9a\u4e49\u8bcd\u5178\u8fdb\u884c\u7279\u6b8a\u8bcd\u6c47\u6821\u6b63\u3002<\/strong>\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u4e00\u79cd\u65b9\u6cd5\uff1a\u5229\u7528PySpellChecker\u5e93\u8fdb\u884c\u9519\u522b\u5b57\u8bc6\u522b\u3002<\/p>\n<\/p>\n<p><p>PySpellChecker\u662f\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684\u62fc\u5199\u68c0\u67e5\u5e93\uff0c\u5b83\u901a\u8fc7\u6784\u5efa\u4e00\u4e2a\u8bcd\u5178\u5e76\u6bd4\u8f83\u8f93\u5165\u6587\u672c\u4e2d\u7684\u8bcd\u6c47\uff0c\u6765\u8bc6\u522b\u548c\u5efa\u8bae\u66f4\u6b63\u9519\u522b\u5b57\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528PySpellChecker\u5e93\u8fdb\u884c\u9519\u522b\u5b57\u8bc6\u522b\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5PySpellChecker\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pyspellchecker<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u6bb5\u4f7f\u7528PySpellChecker\u5e93\u6765\u8bc6\u522b\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from spellchecker import SpellChecker<\/p>\n<h2><strong>\u521d\u59cb\u5316\u62fc\u5199\u68c0\u67e5\u5668<\/strong><\/h2>\n<p>spell = SpellChecker()<\/p>\n<h2><strong>\u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/strong><\/h2>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction.&quot;<\/p>\n<h2><strong>\u5c06\u6587\u672c\u62c6\u5206\u4e3a\u5355\u8bcd\u5217\u8868<\/strong><\/h2>\n<p>words = text.split()<\/p>\n<h2><strong>\u67e5\u627e\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57<\/strong><\/h2>\n<p>misspelled = spell.unknown(words)<\/p>\n<h2><strong>\u8f93\u51fa\u9519\u522b\u5b57\u53ca\u5176\u5efa\u8bae\u7684\u66f4\u6b63<\/strong><\/h2>\n<p>for word in misspelled:<\/p>\n<p>    print(f&quot;\u9519\u522b\u5b57: {word}, \u5efa\u8bae\u66f4\u6b63: {spell.candidates(word)}&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\u53ca\u5176\u5efa\u8bae\u7684\u66f4\u6b63\u3002PySpellChecker\u5e93\u4f7f\u7528\u4e86Levenshtein\u8ddd\u79bb\u7b97\u6cd5\u6765\u786e\u5b9a\u6700\u63a5\u8fd1\u6b63\u786e\u62fc\u5199\u7684\u5019\u9009\u8bcd\u3002<\/p>\n<\/p>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u5728Python\u4e2d\u8bc6\u522b\u9519\u522b\u5b57\u7684\u5176\u4ed6\u65b9\u6cd5\u548c\u6280\u672f\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5229\u7528\u62fc\u5199\u68c0\u67e5\u5e93<\/p>\n<\/p>\n<ol>\n<li><strong>PYSPELLCHECKER\u5e93<\/strong><\/li>\n<\/ol>\n<p><p>PySpellChecker\u5e93\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u62fc\u5199\u68c0\u67e5\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u5c0f\u578b\u9879\u76ee\u548c\u5feb\u901f\u539f\u578b\u5f00\u53d1\u3002\u5b83\u7684\u4f18\u70b9\u5728\u4e8e\u65e0\u9700\u4f9d\u8d56\u5916\u90e8\u5b57\u5178\u6587\u4ef6\u5373\u53ef\u8fd0\u884c\u3002<\/p>\n<\/p>\n<p><p>\u5728\u4f7f\u7528PySpellChecker\u65f6\uff0c\u9996\u5148\u9700\u8981\u521d\u59cb\u5316\u62fc\u5199\u68c0\u67e5\u5668\uff0c\u5e76\u52a0\u8f7d\u9ed8\u8ba4\u7684\u82f1\u8bed\u8bcd\u5178\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7<code>unknown()<\/code>\u65b9\u6cd5\u6765\u8bc6\u522b\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\u3002\u8be5\u65b9\u6cd5\u8fd4\u56de\u4e00\u4e2a\u96c6\u5408\uff0c\u5176\u4e2d\u5305\u542b\u6240\u6709\u672a\u8bc6\u522b\u7684\u5355\u8bcd\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0cPySpellChecker\u8fd8\u63d0\u4f9b\u4e86<code>correction()<\/code>\u65b9\u6cd5\u6765\u83b7\u53d6\u6700\u53ef\u80fd\u7684\u6b63\u786e\u62fc\u5199\uff0c\u4ee5\u53ca<code>candidates()<\/code>\u65b9\u6cd5\u6765\u83b7\u53d6\u6240\u6709\u53ef\u80fd\u7684\u6b63\u786e\u62fc\u5199\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><strong>TEXTBLOB\u5e93<\/strong><\/li>\n<\/ol>\n<p><p>TextBlob\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u5177\u6709\u62fc\u5199\u68c0\u67e5\u548c\u66f4\u6b63\u529f\u80fd\u3002\u4e0ePySpellChecker\u76f8\u6bd4\uff0cTextBlob\u63d0\u4f9b\u4e86\u66f4\u5e7f\u6cdb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u529f\u80fd\uff0c\u5982\u60c5\u611f\u5206\u6790\u3001\u540d\u8bcd\u77ed\u8bed\u63d0\u53d6\u3001\u7ffb\u8bd1\u7b49\u3002<\/p>\n<\/p>\n<p><p>\u8981\u4f7f\u7528TextBlob\u8fdb\u884c\u62fc\u5199\u68c0\u67e5\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from textblob import TextBlob<\/p>\n<h2><strong>\u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/strong><\/h2>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction.&quot;<\/p>\n<h2><strong>\u521b\u5efaTextBlob\u5bf9\u8c61<\/strong><\/h2>\n<p>blob = TextBlob(text)<\/p>\n<h2><strong>\u8f93\u51fa\u66f4\u6b63\u540e\u7684\u6587\u672c<\/strong><\/h2>\n<p>corrected_text = blob.correct()<\/p>\n<p>print(corrected_text)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>TextBlob\u7684<code>correct()<\/code>\u65b9\u6cd5\u5c06\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684TextBlob\u5bf9\u8c61\uff0c\u5176\u4e2d\u5305\u542b\u66f4\u6b63\u540e\u7684\u6587\u672c\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u5229\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177<\/p>\n<\/p>\n<ol>\n<li><strong>\u4f7f\u7528NLTK<\/strong><\/li>\n<\/ol>\n<p><p>NLTK\uff08Natural Language Toolkit\uff09\u662f\u4e00\u4e2a\u5e7f\u6cdb\u4f7f\u7528\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u8d44\u6e90\u6765\u5904\u7406\u6587\u672c\u6570\u636e\u3002\u867d\u7136NLTK\u672c\u8eab\u5e76\u4e0d\u63d0\u4f9b\u62fc\u5199\u68c0\u67e5\u529f\u80fd\uff0c\u4f46\u53ef\u4ee5\u7ed3\u5408NLTK\u63d0\u4f9b\u7684\u8bcd\u5178\u8d44\u6e90\u6765\u5b9e\u73b0\u7b80\u5355\u7684\u62fc\u5199\u68c0\u67e5\u3002<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u4e0b\u8f7d\u5e76\u52a0\u8f7dNLTK\u7684\u8bcd\u5178\u8d44\u6e90\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import nltk<\/p>\n<p>nltk.download(&#39;words&#39;)<\/p>\n<p>from nltk.corpus import words<\/p>\n<h2><strong>\u83b7\u53d6NLTK\u63d0\u4f9b\u7684\u82f1\u8bed\u8bcd\u5178<\/strong><\/h2>\n<p>word_list = set(words.words())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u68c0\u67e5\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u662f\u5426\u5728\u8bcd\u5178\u4e2d\u6765\u8bc6\u522b\u9519\u522b\u5b57\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/p>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction.&quot;<\/p>\n<h2><strong>\u5c06\u6587\u672c\u62c6\u5206\u4e3a\u5355\u8bcd\u5217\u8868<\/strong><\/h2>\n<p>words = text.split()<\/p>\n<h2><strong>\u67e5\u627e\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57<\/strong><\/h2>\n<p>misspelled = [word for word in words if word.lower() not in word_list]<\/p>\n<p>print(&quot;\u9519\u522b\u5b57:&quot;, misspelled)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u4f7f\u7528SPACY<\/strong><\/li>\n<\/ol>\n<p><p>spaCy\u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\uff0c\u9002\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002\u5c3d\u7ba1spaCy\u672c\u8eab\u4e0d\u63d0\u4f9b\u62fc\u5199\u68c0\u67e5\u529f\u80fd\uff0c\u4f46\u53ef\u4ee5\u7ed3\u5408\u5176\u4ed6\u5de5\u5177\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5spaCy\u53ca\u5176\u6a21\u578b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install spacy<\/p>\n<p>python -m spacy download en_core_web_sm<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u53ef\u4ee5\u7ed3\u5408PySpellChecker\u6216\u5176\u4ed6\u62fc\u5199\u68c0\u67e5\u5de5\u5177\u6765\u5b9e\u73b0\u62fc\u5199\u68c0\u67e5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import spacy<\/p>\n<p>from spellchecker import SpellChecker<\/p>\n<h2><strong>\u52a0\u8f7dspaCy\u6a21\u578b<\/strong><\/h2>\n<p>nlp = spacy.load(&#39;en_core_web_sm&#39;)<\/p>\n<h2><strong>\u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/strong><\/h2>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction.&quot;<\/p>\n<h2><strong>\u4f7f\u7528spaCy\u8fdb\u884c\u6587\u672c\u5904\u7406<\/strong><\/h2>\n<p>doc = nlp(text)<\/p>\n<h2><strong>\u521d\u59cb\u5316\u62fc\u5199\u68c0\u67e5\u5668<\/strong><\/h2>\n<p>spell = SpellChecker()<\/p>\n<h2><strong>\u67e5\u627e\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57<\/strong><\/h2>\n<p>misspelled = [token.text for token in doc if token.text.lower() not in spell]<\/p>\n<p>print(&quot;\u9519\u522b\u5b57:&quot;, misspelled)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u7ed3\u5408\u81ea\u5b9a\u4e49\u8bcd\u5178\u8fdb\u884c\u6821\u6b63<\/p>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u68c0\u67e5\u5305\u542b\u7279\u5b9a\u9886\u57df\u672f\u8bed\u6216\u7f29\u5199\u7684\u6587\u672c\u3002\u6b64\u65f6\uff0c\u53ef\u4ee5\u7ed3\u5408\u81ea\u5b9a\u4e49\u8bcd\u5178\u8fdb\u884c\u6821\u6b63\u3002<\/p>\n<\/p>\n<ol>\n<li><strong>\u521b\u5efa\u81ea\u5b9a\u4e49\u8bcd\u5178<\/strong><\/li>\n<\/ol>\n<p><p>\u9996\u5148\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u7279\u5b9a\u9886\u57df\u672f\u8bed\u6216\u7f29\u5199\u7684\u81ea\u5b9a\u4e49\u8bcd\u5178\u3002\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u8bcd\u6c47\u5b58\u50a8\u5728\u6587\u672c\u6587\u4ef6\u4e2d\uff0c\u6bcf\u884c\u4e00\u4e2a\u8bcd\u6c47\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-plaintext\">custom_word1<\/p>\n<p>custom_word2<\/p>\n<p>custom_word3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u53ef\u4ee5\u5c06\u81ea\u5b9a\u4e49\u8bcd\u5178\u52a0\u8f7d\u5230Python\u4e2d\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8bfb\u53d6\u81ea\u5b9a\u4e49\u8bcd\u5178<\/p>\n<p>with open(&#39;custom_dict.txt&#39;, &#39;r&#39;) as file:<\/p>\n<p>    custom_dict = set(file.read().splitlines())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li><strong>\u7ed3\u5408\u81ea\u5b9a\u4e49\u8bcd\u5178\u8fdb\u884c\u68c0\u67e5<\/strong><\/li>\n<\/ol>\n<p><p>\u5728\u8fdb\u884c\u62fc\u5199\u68c0\u67e5\u65f6\uff0c\u53ef\u4ee5\u5c06\u81ea\u5b9a\u4e49\u8bcd\u5178\u4e0e\u6807\u51c6\u8bcd\u5178\u7ed3\u5408\u4f7f\u7528\uff0c\u4ee5\u8bc6\u522b\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u521d\u59cb\u5316\u62fc\u5199\u68c0\u67e5\u5668<\/p>\n<p>spell = SpellChecker()<\/p>\n<h2><strong>\u5c06\u81ea\u5b9a\u4e49\u8bcd\u5178\u6dfb\u52a0\u5230\u62fc\u5199\u68c0\u67e5\u5668\u4e2d<\/strong><\/h2>\n<p>spell.word_frequency.load_words(custom_dict)<\/p>\n<h2><strong>\u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/strong><\/h2>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction with custom_word1.&quot;<\/p>\n<h2><strong>\u5c06\u6587\u672c\u62c6\u5206\u4e3a\u5355\u8bcd\u5217\u8868<\/strong><\/h2>\n<p>words = text.split()<\/p>\n<h2><strong>\u67e5\u627e\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57<\/strong><\/h2>\n<p>misspelled = spell.unknown(words)<\/p>\n<p>print(&quot;\u9519\u522b\u5b57:&quot;, misspelled)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u7ed3\u5408\u81ea\u5b9a\u4e49\u8bcd\u5178\uff0c\u53ef\u4ee5\u6709\u6548\u51cf\u5c11\u8bef\u62a5\uff0c\u63d0\u9ad8\u62fc\u5199\u68c0\u67e5\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u7efc\u5408\u5e94\u7528\u793a\u4f8b<\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\u5982\u4f55\u5728Python\u4e2d\u8bc6\u522b\u9519\u522b\u5b57\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7efc\u5408\u5e94\u7528\u793a\u4f8b\uff0c\u7ed3\u5408\u4e86PySpellChecker\u3001TextBlob\u548c\u81ea\u5b9a\u4e49\u8bcd\u5178\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from spellchecker import SpellChecker<\/p>\n<p>from textblob import TextBlob<\/p>\n<h2><strong>\u521d\u59cb\u5316\u62fc\u5199\u68c0\u67e5\u5668<\/strong><\/h2>\n<p>spell = SpellChecker()<\/p>\n<h2><strong>\u8bfb\u53d6\u81ea\u5b9a\u4e49\u8bcd\u5178<\/strong><\/h2>\n<p>with open(&#39;custom_dict.txt&#39;, &#39;r&#39;) as file:<\/p>\n<p>    custom_dict = set(file.read().splitlines())<\/p>\n<h2><strong>\u5c06\u81ea\u5b9a\u4e49\u8bcd\u5178\u6dfb\u52a0\u5230\u62fc\u5199\u68c0\u67e5\u5668\u4e2d<\/strong><\/h2>\n<p>spell.word_frequency.load_words(custom_dict)<\/p>\n<h2><strong>\u8f93\u5165\u5f85\u68c0\u67e5\u7684\u6587\u672c<\/strong><\/h2>\n<p>text = &quot;Thiss is a simple exmple to demnstrate spellng correction with custom_word1.&quot;<\/p>\n<h2><strong>\u5c06\u6587\u672c\u62c6\u5206\u4e3a\u5355\u8bcd\u5217\u8868<\/strong><\/h2>\n<p>words = text.split()<\/p>\n<h2><strong>\u67e5\u627e\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57<\/strong><\/h2>\n<p>misspelled = spell.unknown(words)<\/p>\n<h2><strong>\u8f93\u51fa\u9519\u522b\u5b57\u53ca\u5176\u5efa\u8bae\u7684\u66f4\u6b63<\/strong><\/h2>\n<p>for word in misspelled:<\/p>\n<p>    print(f&quot;\u9519\u522b\u5b57: {word}, \u5efa\u8bae\u66f4\u6b63: {spell.candidates(word)}&quot;)<\/p>\n<h2><strong>\u4f7f\u7528TextBlob\u8fdb\u884c\u62fc\u5199\u66f4\u6b63<\/strong><\/h2>\n<p>blob = TextBlob(text)<\/p>\n<p>corrected_text = blob.correct()<\/p>\n<p>print(&quot;\u66f4\u6b63\u540e\u7684\u6587\u672c:&quot;, corrected_text)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4f7f\u7528\u4e0a\u8ff0\u65b9\u6cd5\u548c\u5de5\u5177\uff0c\u60a8\u53ef\u4ee5\u5728Python\u4e2d\u9ad8\u6548\u5730\u8bc6\u522b\u548c\u66f4\u6b63\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\uff0c\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7684\u51c6\u786e\u6027\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u5e93\u68c0\u6d4b\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\uff1f<\/strong><br \/>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5e93\u6765\u68c0\u6d4b\u6587\u672c\u4e2d\u7684\u9519\u522b\u5b57\uff0c\u4f8b\u5982<code>pyspellchecker<\/code>\u548c<code>textblob<\/code>\u3002\u4f7f\u7528\u8fd9\u4e9b\u5e93\u65f6\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5730\u52a0\u8f7d\u6587\u672c\u5e76\u8fdb\u884c\u62fc\u5199\u68c0\u67e5\u3002\u9996\u5148\u5b89\u88c5\u6240\u9700\u7684\u5e93\uff0c\u7136\u540e\u4f7f\u7528\u76f8\u5e94\u7684\u65b9\u6cd5\u6765\u8bc6\u522b\u5e76\u7ea0\u6b63\u9519\u522b\u5b57\u3002\u5177\u4f53\u7684\u5b9e\u73b0\u6b65\u9aa4\u53ef\u4ee5\u53c2\u8003\u5b98\u65b9\u6587\u6863\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\uff0c\u5982\u4f55\u5b9e\u73b0\u6279\u91cf\u9519\u522b\u5b57\u68c0\u6d4b\uff1f<\/strong><br \/>\u8981\u6279\u91cf\u68c0\u6d4b\u9519\u522b\u5b57\uff0c\u53ef\u4ee5\u5c06\u6587\u672c\u6570\u636e\u5b58\u50a8\u5728\u6587\u4ef6\u4e2d\uff0c\u8bfb\u53d6\u540e\u9010\u884c\u5904\u7406\u3002\u5229\u7528\u5982<code>pandas<\/code>\u8fd9\u6837\u7684\u5e93\u53ef\u4ee5\u5e2e\u52a9\u60a8\u9ad8\u6548\u5730\u7ba1\u7406\u6570\u636e\u3002\u904d\u5386\u6bcf\u4e00\u884c\u6587\u672c\u5e76\u5e94\u7528\u62fc\u5199\u68c0\u67e5\u529f\u80fd\uff0c\u53ef\u4ee5\u5feb\u901f\u8bc6\u522b\u51fa\u6240\u6709\u7684\u9519\u522b\u5b57\uff0c\u8fdb\u800c\u8f93\u51fa\u7ed3\u679c\u6216\u751f\u6210\u62a5\u544a\u3002<\/p>\n<p><strong>\u5982\u4f55\u63d0\u9ad8Python\u8bc6\u522b\u9519\u522b\u5b57\u7684\u51c6\u786e\u6027\uff1f<\/strong><br \/>\u63d0\u9ad8\u51c6\u786e\u6027\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u66f4\u5168\u9762\u7684\u8bcd\u5178\uff0c\u7ed3\u5408\u4e0a\u4e0b\u6587\u8fdb\u884c\u5206\u6790\uff0c\u4ee5\u53ca\u5f15\u5165<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u6a21\u578b\u3002\u67d0\u4e9b\u5e93\u5982<code>hunspell<\/code>\u63d0\u4f9b\u4e86\u591a\u79cd\u8bed\u8a00\u7684\u8bcd\u5178\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u9002\u5e94\u4e0d\u540c\u7684\u6587\u672c\u3002\u540c\u65f6\uff0c\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\u6765\u7406\u89e3\u53e5\u5b50\u7684\u7ed3\u6784\u548c\u542b\u4e49\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u68c0\u6d4b\u7684\u6548\u679c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u8bc6\u522b\u9519\u522b\u5b57\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u62fc\u5199\u68c0\u67e5\u5e93\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u548c\u81ea\u5b9a\u4e49\u8bcd\u5178\u3002\u5e38\u7528\u7684\u65b9\u6cd5\u6709\uff1a\u5229\u7528\u62fc\u5199\u68c0\u67e5\u5e93 [&hellip;]","protected":false},"author":3,"featured_media":989081,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/989068"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=989068"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/989068\/revisions"}],"predecessor-version":[{"id":989084,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/989068\/revisions\/989084"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/989081"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=989068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=989068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=989068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}