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Python Now that we are familiar with these libraries,

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發表於 2024-1-10 18:33:21 | 顯示全部樓層 |閱讀模式
NLP technology is used in various applications such as sentiment analysis, text classification, language translation , chatbots, and many more. NLP libraries in Python Python provides a wide range of libraries to make NLP tasks easier and more efficient. Let’s explore some popular NLP libraries that can be used in Python projects: NLTK (Natural Language Toolkit): NLTK is a comprehensive NLP library that provides a wide range of tools and resources for tasks such as tokenization, stemming, and part-of-speech tagging. It also includes extensive corpus and vocabulary resources.

Spa: spaCy is a modern and efficient NLP library that provides high-performance tokenization Email List POS tagging, named entity recognition, dependency resolution, and more. It is known for its speed and ease of use. TextBlob: TextBlob is a beginner-friendly library that sits on top of NLTK and provides a simple and intuitive API for performing common NLP tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, etc.



Gensim: Gensim is a library for topic modeling, document similarity analysis, and word vector representation. It provides an easy-to-use interface for training and using word2vec models. Stanford CoreNLP: Stanford CoreNLP is a powerful NLP library that provides a range of tools for tasks such as tokenization, part-of-speech tagging, named entity recognition, sentiment analysis, etc. It provides high-level API and command line interface. NLP technology in let's explore some common NLP techniques that can be performed using Python:
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