Nlpbuddy
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Hanlp | 29,124 | 238 | 16 | 9 days ago | 42 | February 21, 2022 | 9 | apache-2.0 | Python | |
| Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification | ||||||||||
| Spacy | 26,242 |  | 1,533 | 842 | a day ago | 196 | April 05, 2022 | 108 | mit | Python |
| 💫 Industrial-strength Natural Language Processing (NLP) in Python | ||||||||||
| Nlp_chinese_corpus | 8,245 | 15 days ago | 20 | mit | ||||||
| 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP | ||||||||||
| Text_classification | 7,411 | 8 months ago | 46 | mit | Python | |||||
| all kinds of text classification models and more with deep learning | ||||||||||
| Nlp Recipes | 6,124 | 9 months ago | 67 | mit | Python | |||||
| Natural Language Processing Best Practices & Examples | ||||||||||
| Snips Nlu | 3,796 |  | 8 | 3 | 10 days ago | 34 | January 15, 2020 | 66 | apache-2.0 | Python |
| Snips Python library to extract meaning from text | ||||||||||
| Spark Nlp | 3,267 | 2 | 2 | a day ago | 90 | March 05, 2021 | 36 | apache-2.0 | Scala | |
| State of the Art Natural Language Processing | ||||||||||
| Catalyst | 3,106 |  | 19 | 10 | 2 months ago | 108 | April 29, 2022 | 5 | apache-2.0 | Python |
| Accelerated deep learning R&D | ||||||||||
| Fastnlp | 2,850 |  | 1 | 2 | 3 months ago | 10 | February 04, 2019 | 59 | apache-2.0 | Python |
| fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation. | ||||||||||
| Cluedatasetsearch | 2,778 | 6 months ago | 6 | Python | ||||||
| 搜索所有中文NLP数据集，附常用英文NLP数据集 | ||||||||||
NLPBuddy - Open Source Text Analysis Tool
About the project
NLPBuddy is a text analysis application for performing common NLP tasks through a web dashboard interface and an API.
It leverages Spacy for the NLP tasks plus Gensim's implementation of the TextRank algorithm for text summarization.
It supports texts in the following languages: Greek, English, German, Spanish, Portoguese, French, Italian and Dutch. Language identification is performed automatically through langid
Tasks include:
- Text tokenization
- Sentence splitting (lemmatized sentences too)
- Part of Speech tags identification (verbs, nouns etc)
- Named Entity Recognition (Location, Person, Organisation etc)
- Text summarization (using TextRank algorithm, implemented by Gensim)
- Keywords extraction
- Language identification
- For the Greek language, Categorization of text
Text can either be provided or imported after specifying a url - we use library python readability for this plus BeautifulSoup4
The Greek classifier is built with FastText and is trained in 20.000 articles labeled in these categories.
Demo
A working demo can be found on http://www.nlpbuddy.io/
Usage
Enter text and hit 'Analyze it',
API Usage
https://github.com/eellak/text-analysis/wiki/API-usage
Installation
Find development and deployment instructions here: https://github.com/eellak/text-analysis/wiki/Install
License
The code is provided under the GNU AGPL v3.0 License.
