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text-mining

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keon /awesome-nlp

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

nlp language machine-learning natural-language-processing text-mining awesome deep-learning awesome-list

UpdatedNov 13, 2023

adbar /trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

nlp crawler text-mining html-to-markdown scraping news-aggregator text-extraction web-scraping rss-feed readability tei html2text news-crawler corpus-builder corpus-tools article-extractor text-cleaning rag text-preprocessing llm

UpdatedMar 17, 2025
Python

deanmalmgren /textract

extract text from any document. no muss. no fuss.

python natural-language-processing text-mining data-mining

UpdatedDec 2, 2024
HTML

texthero

jbesomi /texthero

Text preprocessing, representation and visualization from zero to hero.

nlp machine-learning text-mining word-embeddings text-clustering text-visualization text-representation text-preprocessing nlp-pipeline texthero

UpdatedAug 29, 2023
Python

JasonKessler /scattertext

Beautiful visualizations of how language differs among document types.

visualization d3 nlp machine-learning natural-language-processing text-mining word2vec exploratory-data-analysis word-embeddings sentiment eda topic-modeling scatter-plot japanese-language stylometry computational-social-science text-visualization text-as-data stylometric semiotic-squares

UpdatedSep 23, 2024
Python

chiphuyen /lazynlp

Library to scrape and clean web pages to create massive datasets.

python nlp data-science natural-language-processing text-mining open artificial-intelligence language-model

UpdatedNov 11, 2020
Python

ujjwalkarn /DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning

data-science text-mining r datascience

UpdatedMar 10, 2023
R

mathsyouth /awesome-text-summarization

A curated list of resources dedicated to text summarization

nlp machine-learning natural-language-processing text-mining deep-learning extractive-text-summarization abstractive-text-summarization

UpdatedJan 9, 2023

konlpy /konlpy

Python package for Korean natural language processing.

python nlp text-mining morphology korean hacktoberfest korean-nlp

UpdatedAug 28, 2023
Python

dgrtwo /tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

text-mining r book tidyverse bookdown

UpdatedAug 13, 2024
TeX

juliasilge /tidytext

Text mining using tidy tools ✨📄✨

natural-language-processing text-mining r tidy-data tidyverse

UpdatedApr 10, 2024
R

shangjingbo1226 /AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

text-mining automatic lexicon multi-language phrase compound-words quality-phrases

UpdatedJan 27, 2022
C++

nlp-in-practice

kavgan /nlp-in-practice

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.

nlp machine-learning natural-language-processing text-mining text-classification word2vec gensim tf-idf

UpdatedDec 2, 2020
Jupyter Notebook

DemonDamon /FinnewsHunter

从新浪财经、每经网、金融界、中国证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

machine-learning text-mining webcrawling

UpdatedDec 24, 2024
Python

csurfer /rake-nltk

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

python text-mining algorithm nltk keyword-extraction

UpdatedDec 9, 2022
Python

opensemanticsearch /open-semantic-search

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, …

python search search-engine semantic text-mining ocr osint ui annotation thesaurus text-analysis journalism faceted-search named-entity-recognition research-tool search-interface ontologies skos fulltext-search investigative-journalism

UpdatedMar 21, 2023
Shell

gsh199449 /spider

A configurable web spider with a easy-to-use web console

text-mining spider gatherplatform web-console cralwer

UpdatedAug 21, 2018
Java

nlptown /nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

nlp natural-language-processing text-mining deep-learning word-embeddings artificial-intelligence

UpdatedJul 16, 2024
Jupyter Notebook

dselivanov /text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

natural-language-processing text-mining word2vec word-embeddings topic-modeling glove vectorization latent-dirichlet-allocation

UpdatedAug 16, 2024
R

bigartm /bigartm

Fast topic modeling platform

python c-plus-plus machine-learning text-mining bigdata topic-modeling python-api bigartm regularizer

UpdatedAug 19, 2023
C++

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