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

sent2vec

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

scattertext

Beautiful visualizations of how language differs among document types.

sense2vec

🦆 Contextually-keyed word vectors

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。

spec2vec

Word2Vec based similarity measure of mass spectrometry data.

cade

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

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)

word2vec

Python interface to Google word2vec

textaugment

TextAugment: Text Augmentation Library

reach

Load embeddings and featurize your sentences.

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.

embedding-as-service

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

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)

aovec

Easy aozorabunko Word2Vec Builder - 青空文庫全書籍のWord2Vecビルダー+構築済みモデル

numpy-ml

Machine learning, in numpy

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

vngrs-nlp

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

cadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

pyrdf2vec

🐍 Python Implementation and Extension of RDF2Vec

pyalink-flink-1-9

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