Word Embeddings Python Packages

gensim

Topic Modelling for Humans

model2vec

Fast State-of-the-Art Static Embeddings

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

floret

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

scattertext

Beautiful visualizations of how language differs among document types.

compress-fasttext

Tools for shrinking fastText models (in gensim format)

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

openai-async

A light-weight, asynchronous client for OpenAI API - text completion, image generation and embeddings.

danlp

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

fastopic

A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)

texthero

Text preprocessing, representation and visualization from zero to hero.

textembedding

计算文本相似度时经常需要用到的算法包

sword2vec

An simple implementation of skip-gram word2vec

vngrs-nlp

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

inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

easybert

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

embedding4bert

[PyPI] BERT Word Embeddings

embedeval

NLP Embeddings Evaluation Tool

wefe

The Word Embedding Fairness Evaluation Framework

kadot

Natural language processing using unsupervised vectors representation.

vecshare

This library provides functionality for rapidly sharing and retrieving word embeddings over the internet. (EMNLP 2017).

wisse-sentence

Sentence embeddings (WISSE) with SBERT-like API for downstream NLP applications.

chakin

Downloader for pre-trained word vectors