10

8

6

4

2


9.8
0.0
Jieba

9.8
0.1
funNLP

9.7

9.9
spaCy

9.4

8.0
NLTK

9.2
0.0
Pattern

9.0

5.3
TextBlob

20 Natural Language Processing packages and projects

  • Jieba

    9.8 0.0 L5 Python
    结巴中文分词

  • funNLP

    9.8 0.1 Python
    中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Py

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  • spaCy

    9.7 9.9 Python
    💫 Industrial-strength Natural Language Processing (NLP) in Python

  • NLTK

    9.4 8.0 L2 Python
    NLTK Source

  • Pattern

    9.2 0.0 L2 Python
    Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

  • TextBlob

    9.0 5.3 L3 Python
    Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

  • SnowNLP

    8.7 0.0 L4 Python
    Python library for processing Chinese text

  • pytext

    8.6 9.5 Python
    A natural language modeling framework based on PyTorch

  • Stanza

    8.5 9.1 Python
    Official Stanford NLP Python Library for Many Human Languages

  • pkuseg-python

    8.5 0.1 Python
    pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

  • polyglot

    6.5 0.3 Python
    Multilingual text (NLP) processing toolkit

  • langid.py

    6.4 0.0 L3 Python
    Stand-alone language identification system

  • PyTorch-NLP

    6.4 2.7 Python
    Basic Utilities for PyTorch Natural Language Processing (NLP)

  • textacy

    6.2 9.5 L3 Python
    NLP, before and after spaCy

  • quepy

    5.9 0.0 L5 Python
    A python framework to transform natural language questions to queries in a database query language.

  • IEPY

    5.0 0.0 L5 Python
    Information Extraction in Python

  • TextGrocery

    4.6 0.0 L1 C++
    A simple short-text classification tool based on LibLinear

  • Lineflow

    2.1 6.7 Python
    :zap:A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

  • stanfordnlp

    1.8 0.0 Python
    [Deprecated] This library has been renamed to "Stanza". Latest development at: https://github.com/stanfordnlp/stanza

  • pntl

    0.9 2.0 Python
    Practical Natural Language Processing Tools for Humans is build on the top of Senna Natural Language Processing (NLP) predictions: part-of-speech (POS) tags, chunking (CHK), name entity recognition (NER), semantic role labeling (SRL) and syntactic parsing (PSG) with skip-gram all in Python and still more features will be added. The website give is for downlarding Senna tool
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