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.

ROUGE-2.0

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

phrase-at-scale

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

opinosis-summarization

This repo contains code and dataset for the Opinosis Summarization Framework

word_cloud

Python word cloud library for use within Jupyter notebook and Python apps.

OpinRank

OpinRank Dataset. Dataset containing user reviews for entities namely cars and hotels. Full reviews from Tripadvisor (~259,000 reviews) and Edmunds (~42,230 reviews)

clinical-concepts

Discovering Related Clinical Concepts using Large Amounts of Clinical Notes. An unsupervised graphical approach to mine related concepts by leveraging the volume within large amounts of clinical notes.

spark-examples

Examples of code in spark

stop-words

Stop word lists

text-mining-and-nlp-apis

APIs for clustering sentences, extracting topics, counting words & n-grams, extracting text from html or URL, computing similarity between texts and more.

hashtags_test

Test hashtags

Micropinion-Generation-Dataset

Dataset for Micropinion Generation. Dataset is based on user reviews from CNET. The reviews are on products from various categories like tv, cell phones, gps etc.

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

data-science-blogs

A curated list of data science blogs

pyrxnlp

Super simple NLP tools. Cluster sentences, get multiple text similarity measures including cosine, jaccard and dice, generate topics, extract text from html and more

python-examples

Working examples in python

CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

electron

Build cross platform desktop apps with JavaScript, HTML, and CSS

GeoSpark

A Cluster Computing System for Processing Large-Scale Spatial Data

images

website images

rails

Ruby on Rails

resources

Curated List of Blog Posts From Opinosis Analytics

ROUGE-Utility

Utility tools to prepare and evaluate ROUGE scores. Perl script to convert perl output of ROUGE to CSV.

SIF_mini_demo

minimal example for sentence embedding by Smooth Inverse Frequency weighting scheme

spark

Mirror of Apache Spark

spark-lucenerdd

Spark RDD with Lucene's query capabilities

spectron

Test Electron apps using ChromeDriver

stanza

Stanford NLP group's shared Python tools.

test-repo

Test repo

vuln_test_repo_public_ruby_gemfile_cve-2016-6317