用于下一个NLP项目的5个鲜为人知的Python库 博文名称:5 Lesser-Known Python Libraries for Your Next NLP Project 博文链接:https://towardsdatascience.com/5-lesser-known-python-libraries-for-your-next-nlp-project-ff13fc652553 发表时间:Dec 25, 2021 包含示例代码和解释。 image.png 当我第一次开始阅读M...
Part VI: Add Stanford Word Segmenter Interface for Python NLTK Part VII: A Preliminary Study on Text Classification Part VIII: Using External Maximum Entropy Modeling Libraries for Text Classification Part IX: From Text Classification to Sentiment Analysis Part X: Play With Word2Vec Models based on...
Python+NumPy程序的组合变换：区分、向量化、在GPU/TPU上的JIT等等。7. MXNet 星标：19100，提交数：11387，贡献者：839 带有动态和突变感知的数据流管理调度程序的轻量、便捷、灵活的分布式/移动机器学习库：支持Python、R、Julia、Scala、Go、JavaScript等等。8. Ignite 星标：3100，提交数：747，贡献者：112 可...
作者|Pranjal Saxena 编译|VK 来源|Towards Data Science 原文链接:https://towardsdatascience.com/7-amazing-python-libraries-for-natural-language-processing-50ca6f9f5f11自然语言处理(NLP)是深度学习的一…
双语原文链接:Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision 请注意,下面的图示由Gregory Piatetsky绘制,每个库都有其类别,按星标和贡献者对其进行绘制,符号大小则以该库在Github上的提交次数的对数表示。 图1:深度学习,自然语言处理和计算机视觉的顶级Python库 ...
spaCyis a relatively young library designed for production usage. That’s why it’s much more accessible than other Python NLP libraries like NLTK.spaCy offers the fastest syntactic parser available on the market today. Moreover, since the toolkit is written in Cython, it’s also reallyspeedy ...
双语原文链接:Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision 请注意,下面的图示由Gregory Piatetsky绘制,每个库都有其类别,按星标和贡献者对其进行绘制,符号大小则以该库在Github上的提交次数的对数表示。 图1:深度学习,自然语言处理和计算机视觉的顶级Python库 ...
要对我们的数据集执行文本预处理,我们将首先导入所需的Python库。 Libraries for text preprocessing import re import nltk #nltk.download(‘stopwords’) from nltk.corpus import stopwords from nltk.stem.porter import PorterStemmer from nltk.tokenize import RegexpTokenizer ...
Natural Language Processing (NLP) is a field at the intersection of computer science, artificial intelligence, and linguistics.Pythonis the most widely used language for NLP because of its simplicity and the vast array of libraries available, such asNLTK,Spacy, andTensorFlow. One of the main reas...
要对我们的数据集执行文本预处理,我们将首先导入所需的Python库。 # Libraries for text preprocessing import re import nltk #nltk.download('stopwords') from nltk.corpus import stopwords from nltk.stem.porter import PorterStemmer from nltk.tokenize import RegexpTokenizer ...