Topic: text-mining

hankcs / HanLP

自然语言处理中文分词词性标注命名实体识别依存句法分析新词发现关键词短语提取自动摘要文本分类聚类拼音简繁

nlp natural-language-processing hanlp crf hmm trie textrank doublearraytrie neural-network chinese-word-segmentation text-mining pos-tagging dependency-parser text-classification word2vec perceptron named-entity-recognition text-clustering

Java Updated Mar 20, 2019

keon / awesome-nlp

7.8k

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

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

Updated Feb 10, 2019 1 issue needs help

deanmalmgren / textract

2.5k

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

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

HTML Updated Mar 18, 2019

chiphuyen / lazynlp

1.3k

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

Python Updated Mar 9, 2019 2 issues need help

ujjwalkarn / DataScienceR

1.3k

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

datascience data-science r text-mining

R Updated Apr 18, 2018

JasonKessler / scattertext

845

Beautiful visualizations of how language differs among document types.

Python Updated Feb 22, 2019

gsh199449 / spider

818

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

spider gatherplatform web-console text-mining cralwer

Java Updated Aug 21, 2018

konlpy / konlpy

779

Python package for Korean natural language processing.

python nlp text-mining korean morphology

Python Updated Nov 12, 2018 1 issue needs help

mathsyouth / awesome-text-summarization

754

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

Forked from lipiji/App-DL Updated Jan 31, 2019

juliasilge / tidytext

738

Text mining using dplyr, ggplot2, and other tidy tools ✨

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

R Updated Feb 11, 2019

dgrtwo / tidy-text-mining

639

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

book text-mining tidyverse bookdown r

TeX Updated Feb 26, 2019

dselivanov / text2vec

584

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

R Updated Feb 25, 2019 2 issues need help

csurfer / rake-nltk

538

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

nltk algorithm python text-mining keyword-extraction

Python Updated Feb 13, 2019

shangjingbo1226 / AutoPhrase

407

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

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

C++ Updated Dec 12, 2018

bigartm / bigartm

400

Fast topic modeling platform

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

C++ Updated Mar 16, 2019

cpsievert / LDAvis

360

R package for web-based interactive topic model visualization.

topic-modeling r javascript visualization text-mining

JavaScript Updated Apr 25, 2018 1 issue needs help

stephenhky / PyShortTextCategorization

291

Various Algorithms for Short Text Mining

neural-network python algorithm text-mining natural-language-processing topic-modeling machine-learning package python-library

Python Updated Mar 22, 2019

airbnb / artificial-adversary

263

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Python Updated Oct 14, 2018 1 issue needs help

ropensci / rplos

263

R client for the PLoS Journals API

text-mining xml pdf metadata web-api plos r rstats r-package

R Updated Jan 10, 2019

laugustyniak / awesome-sentiment-analysis

259

Repository with all what is necessary for sentiment analysis and related areas

sentiment-analysis opinion-mining nlp nlp-machine-learning text-mining text-analysis lexicon sentiment-classification sentiment-lexcions sentiment-polarity sentiment-classifier

Updated Sep 2, 2018

jmartinezheras / 2018-MachineLearning-Lectures-ESA

209

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

Jupyter Notebook Updated Mar 15, 2019

lining0806 / TextMining

193

Python文本挖掘系统 Research of Text Mining System

text-mining jieba tf-idf stopwords user-dict sklearn

Python Updated Mar 2, 2018

giacbrd / ShallowLearn

191

A collection of supervised learning models based on shallow neural network approaches (e.g., word2vec and fastText) w…

word2vec fasttext scikit-learn machine-learning neural-network gensim text-mining text-classification supervised-learning online-learning word-embeddings shallow-learning

Python Updated Aug 8, 2017

kk7nc / RMDL

184

RMDL: Random Multimodel Deep Learning for Classification

classification ensemble-learning data-mining deep-learning text-classification image-classification text-mining tensorflow keras deep-neural-networks multimodel convolutional-neural-networks recurrent-neural-networks information-retrieval cnn rnn dnn machine-learning

Python Updated Feb 19, 2019

stepthom / text_mining_resources

181

Resources for learning about Text Mining and Natural Language Processing

natural-language-processing text-mining text-analysis text-analytics sentiment-analysis list topic-modeling text-classification awesome awesome-list machine-learning data-mining nlp nlp-machine-learning

Updated Mar 13, 2019

qminer / qminer

174

Analytic platform for real-time large-scale streams containing structured and unstructured data.

machine-learning data-mining text-mining signal-processing javascript cpp

C++ Updated Mar 12, 2019

kavgan / nlp-in-practice

171

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase em…

text-mining nlp data-science word2vec spark pyspark natural-language-processing text-preprocessing

Jupyter Notebook Updated Mar 13, 2019

bookieio / breadability

167

Reworked https://www.readability.com/ parsing library (now https://mercury.postlight.com/ is living alternative)

python text-mining text-extraction html-extraction html-extractor html-parsing

HTML Updated Mar 31, 2018

DemonDamon / Listed-company-news-crawl-and-text-analysis

163

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

webcrawling machine-learning text-mining

Python Updated Feb 26, 2018

jphall663 / GWU_data_mining

159

Materials for GWU DNSC 6279 and DNSC 6290.

data-science data-mining data-visualization machine-learning python r sas text-mining image-processing image-recognition h2o

Jupyter Notebook Updated Mar 17, 2019

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text-mining

Repositories 795