nlp-authorship-vectorization

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

? Contextually-keyed word vectors

A fast, efficient universal vector embedding utility package.

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.

Compute Sentence Embeddings Fast!

中文詞向量訓練教學

Fast word vectors with little memory usage in Python

:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

ADAM - A Question Answering System. Inspired from IBM Watson