kavgan

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.

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.

opinosis-summarization

This repo contains code and dataset for the Opinosis Summarization Framework

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)

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

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.

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.

word_cloud

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

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.

kavgan/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.

kavgan/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

kavgan/opinosis-summarization

This repo contains code and dataset for the Opinosis Summarization Framework

kavgan/word_cloud

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

kavgan/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)

kavgan/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.

kavgan/spark-examples

Examples of code in spark

kavgan/stop-words

Stop word lists

kavgan/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.

kavgan/hashtags_test

Test hashtags

kavgan/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.

kavgan/bootstrap

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

kavgan/data-science-blogs

A curated list of data science blogs

kavgan/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

kavgan/python-examples

Working examples in python

kavgan/CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

kavgan/electron

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

kavgan/GeoSpark

A Cluster Computing System for Processing Large-Scale Spatial Data

kavgan/images

website images

kavgan/rails

Ruby on Rails

kavgan/resources

Curated List of Blog Posts From Opinosis Analytics

kavgan/ROUGE-Utility

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

kavgan/SIF_mini_demo

minimal example for sentence embedding by Smooth Inverse Frequency weighting scheme

kavgan/spark

Mirror of Apache Spark

kavgan/spark-lucenerdd

Spark RDD with Lucene's query capabilities

kavgan/spectron

Test Electron apps using ChromeDriver

kavgan/stanza

Stanford NLP group's shared Python tools.

kavgan/test-repo

Test repo

kavgan/vuln_test_repo_public_ruby_gemfile_cve-2016-6317