text-mining

There are 63 repositories under text-mining topic.

keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome awesome-list deep-learning language machine-learning natural-language-processing nlp text-mining
15993
deanmalmgren / textract
extract text from any document. no muss. no fuss.
python natural-language-processing data-mining text-mining
Language:HTML 3778
texthero
jbesomi / texthero
Text preprocessing, representation and visualization from zero to hero.
text-preprocessing text-representation text-visualization nlp word-embeddings machine-learning text-mining nlp-pipeline text-clustering texthero
Language:Python 2865
adbar / trafilatura
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
web-scraping text-extraction nlp html2text news text-mining crawler text-cleaning text-preprocessing article-extractor readability scraping news-crawler tei html-to-markdown corpus corpus-builder corpus-tools rss-feed news-aggregator
Language:Python 2778
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language computational-social-science sentiment eda exploratory-data-analysis text-as-data scatter-plot topic-modeling stylometry stylometric semiotic-squares
Language:Python 2197
chiphuyen / lazynlp
Library to scrape and clean web pages to create massive datasets.
artificial-intelligence natural-language-processing nlp text-mining language-model python open data-science
Language:Python 2150
ujjwalkarn / DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
datascience data-science r text-mining
Language:R 1965
mathsyouth / awesome-text-summarization
A curated list of resources dedicated to text summarization
extractive-text-summarization abstractive-text-summarization nlp machine-learning deep-learning natural-language-processing text-mining
1533
konlpy / konlpy
Python package for Korean natural language processing.
python nlp text-mining korean morphology korean-nlp hacktoberfest
Language:Python 1390
dgrtwo / tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
book bookdown r text-mining tidyverse
Language:TeX 1297
shangjingbo1226 / AutoPhrase
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
quality-phrases text-mining multi-language automatic phrase lexicon compound-words
Language:C++ 1161
juliasilge / tidytext
Text mining using tidy tools :sparkles::page_facing_up::sparkles:
natural-language-processing r text-mining tidy-data tidyverse
Language:R 1157
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 natural-language-processing word2vec text-classification gensim tf-idf machine-learning text-mining
Language:Jupyter Notebook 1117
csurfer / rake-nltk
Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.
nltk algorithm python text-mining keyword-extraction
Language:Python 1043
gsh199449 / spider
A configurable web spider with a easy-to-use web console
cralwer gatherplatform spider text-mining web-console
Language:Java 986
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, search user interface & search apps for fulltext search, faceted search & knowledge graph)
search search-engine search-interface ocr ui python semantic skos thesaurus ontologies text-mining text-analysis annotation research-tool named-entity-recognition osint faceted-search fulltext-search journalism investigative-journalism
Language:Shell 918
nlptown / nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
natural-language-processing text-mining deep-learning artificial-intelligence nlp word-embeddings
Language:Jupyter Notebook 914
DemonDamon / Listed-company-news-crawl-and-text-analysis
从新浪财经、每经网、金融界、**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
Language:Python 878
dselivanov / text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
word2vec text-mining natural-language-processing glove vectorization topic-modeling word-embeddings latent-dirichlet-allocation
Language:R 841
bigartm / bigartm
Fast topic modeling platform
topic-modeling c-plus-plus python bigartm regularizer python-api text-mining machine-learning bigdata
Language:C++ 662
graphbrain / graphbrain
Language, Knowledge, Cognition
artificial-intelligence cognitive-science computational-social-science hypergraphs knowledge knowledge-base knowledge-graph knowledge-representation natural-language-processing natural-language-understanding nlp philosophy python text-analysis text-mining
Language:Python 562
cpsievert / LDAvis
R package for web-based interactive topic model visualization.
topic-modeling r javascript visualization text-mining
Language:JavaScript 551
stepthom / text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
awesome awesome-list data-mining list machine-learning natural-language-processing nlp nlp-machine-learning sentiment-analysis text-analysis text-analytics text-classification text-mining topic-modeling
549
laugustyniak / awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
lexicon nlp nlp-machine-learning opinion-mining sentiment-analysis sentiment-classification sentiment-classifier sentiment-lexcions sentiment-polarity text-analysis text-mining
526
nishitpatel01 / Fake_News_Detection
Fake News Detection in Python
python text-classification text-analysis fake-news fakenewsdetection svm-classifier logistic-regression classification text-mining
Language:Jupyter Notebook 506
stephenhky / PyShortTextCategorization
Various Algorithms for Short Text Mining
neural-network python algorithm text-mining natural-language-processing topic-modeling machine-learning package python-library
Language:Python 467
gesiscss / awesome-computational-social-science
A list of awesome resources for Computational Social Science
awesome-list computational-social-science network-analysis python rstats text-mining
Language:R 458
kk7nc / RMDL
RMDL: Random Multimodel Deep Learning for Classification
classification cnn convolutional-neural-networks data-mining deep-learning deep-neural-networks dnn ensemble-learning image-classification information-retrieval keras machine-learning multimodel recurrent-neural-networks rnn tensorflow text-classification text-mining
Language:Python 413
adbar / German-NLP
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
computational-linguistics corpus-linguistics german-language natural-language-processing nlp text-mining
402
airbnb / artificial-adversary
🗣️ Tool to generate adversarial text examples and test machine learning models against them
machine-learning classification python python3 python2 text text-mining adversarial-examples spam spam-filtering spam-detection spam-classification text-classification text-analysis data-science data-mining text-processing black-box-benchmarking black-box-attacks metrics
Language:Python 391
bakrianoo / aravec
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
arabic embedded-models gensim nlp text-mining word2vec
Language:Jupyter Notebook 369
jmartinezheras / 2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
machinelearning machine-learning linear-regression support-vector-machines decision-trees random-forest neural-network deep-learning clustering pca anomaly-detection text-mining tf-idf topic-modeling lectures lecture-slides lecture-material lecture-videos
Language:Jupyter Notebook 344
pyss3
sergioburdisso / pyss3
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
xai text-classification machine-learning machine-learning-algorithms artificial-intelligence explainable-artificial-intelligence data-mining early-classification ss3-classifier nlp natural-language-processing document-classification text-labeling text-mining document-categorization sentence-classification multilabel-classification interpretability interpretable-machine-learning interpretable-ml
Language:Python 331
lining0806 / TextMining
Python文本挖掘系统 Research of Text Mining System
text-mining jieba tf-idf stopwords user-dict sklearn
Language:Python 327
jalajthanaki / NLPython
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"
natural-language-processing python-scripting-language deep-learning text-mining parsing part-of-speech feature-engineering feature-extraction feature-selection python2
Language:Jupyter Notebook 316
ropensci-archive / rplos
:warning: ARCHIVED :warning: R client for the PLoS Journals API
text-mining xml pdf metadata web-api plos r rstats r-package
Language:R 310