Word2vec Python Packages

gensim

Topic Modelling for Humans

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

navec

Compact high quality word embeddings for Russian language

scattertext

Beautiful visualizations of how language differs among document types.

sent2vec

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

vectorhub-nightly

One liner to encode data into vectors with state-of-the-art models using tensorflow, pytorch and other open source libraries. Word2Vec, Image2Vec, BERT, etc

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

sense2vec

🦆 Contextually-keyed word vectors

reach

Load embeddings and featurize your sentences.

textaugment

TextAugment: Text Augmentation Library

word2vec

Wrapper for Google word2vec

spec2vec

Word2Vec based similarity measure of mass spectrometry data.

vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

embedding-as-service

embedding-as-service: one-stop solution to encode sentence to vectors using various embedding methods

pyalink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

vngrs-nlp

Turkish NLP Tools developed by VNGRS.

numpy-ml

Machine learning, in numpy

align

Python library for extracting quantitative, reproducible metrics of multi-level alignment between speakers in naturalistic language corpora.

ast2vec

Part of source{d}'s stack for machine learning on source code. Provides API and tools to train and use models based on source code identifiers extracted from Babelfish's UASTs.

chronogram

Diachronic Word Embedding Model based on Word2vec Skip-gram with Chebyshev approximation

lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架。

aovec

Make Word2Vec from aozorabunko/aozorabunko

pyalink-flink-1-11

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

sourced-ml

sourced.ml is a library and command line tools to build and apply machine learning models on top of Universal Abstract Syntax Trees