Discover the Best Open-Source Gensim Projects Sorted by Stars

Topic Modelling for Humans

A fast, efficient universal vector embedding utility package.

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.

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

🦆 Contextually-keyed word vectors

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.

Data repository for pretrained NLP models and NLP corpora.

Compute Sentence Embeddings Fast!

中文詞向量訓練教學

Fast word vectors with little memory usage in Python

ADAM - A Question Answering System. Inspired from IBM Watson

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.

Log Anomaly Detection - Machine learning to detect abnormal events logs