Python Natural Language Processing

9.9

4.2

funNLP

9.8

0.0

Jieba

9.7

spaCy

9.3

9.0

NLTK

9.1

0.0

Pattern

8.9

1.5

TextBlob

22 Natural Language Processing packages and projects

funNLP

9.9 4.2 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
Jieba

9.8 0.0 L5 Python

结巴中文分词

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spaCy

9.7 9.7 Python

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

9.3 9.0 L2 Python

NLTK Source
Pattern

9.1 0.0 L2 Python

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

8.9 1.5 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
Stanza

8.5 9.5 Python

Official Stanford NLP Python Library for Many Human Languages
pkuseg-python

8.5 3.0 Python

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

8.5 7.9 Python

A natural language modeling framework based on PyTorch
polyglot

6.4 0.0 Python

Multilingual text (NLP) processing toolkit
langid.py

6.4 0.0 L3 Python

Stand-alone language identification system
PyTorch-NLP

6.4 0.0 Python

Basic Utilities for PyTorch Natural Language Processing (NLP)
textacy

6.3 8.0 L3 Python

NLP, before and after spaCy
quepy

5.7 0.0 L5 Python

A python framework to transform natural language questions to queries in a database query language.
IEPY

4.8 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

2.2 6.6 Python

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

2.0 0.0 Python

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

1.2 8.1 Python

Simple multilingual lemmatizer for Python, especially useful for speed and efficiency
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
py3langid

0.6 6.9 Python

Faster, modernized fork of the language identification tool langid.py

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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