Unsupervised categorization of customer reviews into aspect categories using Personalized Page Rank

This repository contains the code to train a causal sentence categorization model in SpaCy. And an application of the trained model on the abstracts of the scientific articles.

Data Mining on Amazon user reviews for musical instruments

A simple Rocchio-tfidf text categorizer

Improve Text Categorization using k-Medoids Clustering Feature Selection

This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.

📝 n-gram based text categorization written in php

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

This Master´s Degree Thesis focuses on the application of Machine and Deep Learning algorithms to analyse and extract the value of texts and the search for hidden patterns from the European University research project called "Applications based on IoT and Big Data in the hospital environment".

Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms.

Text Categorization with Vector Space Models

Fintech Hiring Trends in the Largest U.S. Banks Analysis

Language Categorization library for Java

A simple example with naive bayes for text-categorization

Binary text categorization classifier which detects the presence of customer experience in a message. Trained with Twitter data. Tested with Twitter and Facebook data.

Greek newspaper article categorization using NLP.

Text categorization for Disaster Response using NLP model

Text Categorization Basics

Text processing and summarize with the category web application for Arabic and English texts using NLTK, Python, Flask, and other web languages.

NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.