aravec

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.

Pre-trained Transformers for Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic ELECTRA)

Compute Sentence Embeddings Fast!

中文詞向量訓練教學

A curated list of awesome projects and dev/design resources for supporting Arabic computational needs.

Fast word vectors with little memory usage in Python

Implementation of many Arabic NLP and CV projects. Providing real time experience using many interfaces like web, command line and notebooks.