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

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)

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.

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

word2vec

Python interface to Google word2vec

textaugment

TextAugment: Text Augmentation Library

spec2vec

Word2Vec based similarity measure of mass spectrometry data.

numpy-ml

Machine learning, in numpy

embeddings-plot

A command line utility to create a plots of word embeddings

textembedding

计算文本相似度时经常需要用到的算法包

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)

sword2vec

An simple implementation of skip-gram word2vec

nlptoolkit-wordtovec

Word2Vec Library

lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架。

vngrs-nlp

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

glove-py

An implementation of GloVe in C++ 11 with python interface

chronogram

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

align

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