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The Top 23 Natural Language Processing Text Mining Open Source Projects

Open source projects categorized as Natural Language Processing Text Mining
Categories > Machine Learning > Natural Language Processing
Categories > Machine Learning > Text Mining
Awesome Nlp ⭐ 15,935
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
most recent commit 5 months ago
Textract ⭐ 3,699
extract text from any document. no muss. no fuss.
dependent packages 33total releases 18most recent commit 3 months agopypi textract} Downloads
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10most recent commit 8 months agopypi texthero} Downloads
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39most recent commit 3 months agopypi trafilatura} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 7 months agopypi scattertext} Downloads
Lazynlp ⭐ 1,867
Library to scrape and clean web pages to create massive datasets.
most recent commit 3 years ago
Nlp Roadmap ⭐ 1,618
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
most recent commit 5 years ago
Konlpy ⭐ 1,350
Python package for Korean natural language processing.
most recent commit 8 months ago
Awesome Text Summarization ⭐ 1,314
A curated list of resources dedicated to text summarization
most recent commit 4 years ago
Tidytext ⭐ 1,136
Text mining using tidy tools ✨📄✨
dependent packages 67total releases 24most recent commit 7 months ago
Nlp In Practice ⭐ 861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
most recent commit 3 years ago
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10most recent commit 5 months ago
Nlp Notebooks ⭐ 710
A collection of notebooks for Natural Language Processing from NLP Town
most recent commit 2 years ago
Graphbrain ⭐ 551
Language, Knowledge, Cognition
total releases 21most recent commit 3 months ago
Awesome Sentiment Analysis ⭐ 513
Repository with all what is necessary for sentiment analysis and related areas
most recent commit a year ago
Text_mining_resources ⭐ 511
Resources for learning about Text Mining and Natural Language Processing
most recent commit a year ago
Pyshorttextcategorization ⭐ 466
Various Algorithms for Short Text Mining
total releases 80most recent commit 4 months ago
German Nlp ⭐ 360
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
most recent commit 6 months ago
Pyss3 ⭐ 307
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
total releases 29most recent commit 8 months ago
Nlpython ⭐ 302
This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
most recent commit 2 years ago
Medacy ⭐ 260
🏥 Medical Text Mining and Information Extraction with spaCy
most recent commit 3 years ago
Nlp Labelling ⭐ 257
Labelling platform for text using weak supervision.
most recent commit 2 years ago
Multi_rake ⭐ 249
Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python
dependent packages 3total releases 2most recent commit 9 months agopypi multi-rake} Downloads
The 10 Most Depended On Natural Language Processing Text Mining Open Source Projects
Tidytext ⭐ 1,136
Text mining using tidy tools :sparkles::page_facing_up::sparkles:
dependent packages 67total releases 24latest release January 07, 2023most recent commit 7 months ago
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39latest release November 29, 2023most recent commit 3 months agopypi trafilatura} Downloads
Textract ⭐ 3,699
extract text from any document. no muss. no fuss.
dependent packages 33total releases 18latest release March 10, 2022most recent commit 3 months agopypi textract} Downloads
Tokenizers ⭐ 170
Fast, Consistent Tokenization of Natural Language Text
dependent packages 21total releases 9latest release December 22, 2022most recent commit a year ago
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10latest release July 01, 2021most recent commit 8 months agopypi texthero} Downloads
Java ⭐ 10
Rosette API Client Library for Java
dependent packages 5total releases 59latest release July 11, 2023most recent commit 3 months ago
React Nlp Annotate ⭐ 31
Interface for making NLP annotations.
dependent packages 4total releases 30latest release December 19, 2020most recent commit 3 years agonpm react-nlp-annotate} Downloads
Chemdataextractor ⭐ 112
Automatically extract chemical information from scientific documents
dependent packages 4total releases 8latest release February 03, 2017most recent commit 7 years agopypi ChemDataExtractor} Downloads
The 10 Latest Releases In Natural Language Processing Text Mining Open Source Projects
Edsnlp ⭐ 93
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
dependent packages 1total releases 23latest release December 04, 2023most recent commit 3 months agopypi edsnlp} Downloads
Trafilatura ⭐ 2,447
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dependent packages 66total releases 39latest release November 29, 2023most recent commit 3 months agopypi trafilatura} Downloads
Deduce ⭐ 47
Deduce: de-identification method for Dutch medical text
dependent packages 1total releases 21latest release November 28, 2023most recent commit 3 months agopypi deduce} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Arabica ⭐ 34
Python package for exploratory text data analysis
dependent packages 1total releases 61latest release October 23, 2023most recent commit 3 months agopypi arabica} Downloads
Nlp Lda ⭐ 8
Latent Dirichlet Allocation via collapsed Gibbs sampling.
dependent packages 2total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/nlp-lda} Downloads
Crfsuite ⭐ 60
Labelling Sequential Data in Natural Language Processing with R - using CRFsuite
dependent packages 1total releases 11latest release September 17, 2023most recent commit 7 months ago
Pyshorttextcategorization ⭐ 466
Various Algorithms for Short Text Mining
total releases 80latest release August 26, 2023most recent commit 4 months ago
Java ⭐ 10
Rosette API Client Library for Java
dependent packages 5total releases 59latest release July 11, 2023most recent commit 3 months ago
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