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.

robustness-gym

Robustness Gym is an evaluation toolkit for machine learning.

blog-articles

Curated List of Blog Posts From Opinosis Analytics

word_cloud

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

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

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

Aspect-Based-Sentiment-Analysis

lstm-on-Yelp-review-data

workshops

A few exercises for use at events.

keras-text-classification

CNN text classification using keras

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.

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

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.

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)

Mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

spark-examples

Examples of code in spark

nlp-cloud-apis

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

opinosis-summarization

This repo contains code and dataset for the Opinosis Summarization Framework

java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...