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.

openai-async

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

bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

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.

inltk

Natural Language Toolkit for Indian Languages (iNLTK)

vngrs-nlp

Turkish NLP Tools developed by VNGRS.

wefe

The Word Embedding Fairness Evaluation Framework

textembedding

计算文本相似度时经常需要用到的算法包

sword2vec

A simple skipgram word2vec implementations

embedeval

NLP Embeddings Evaluation Tool

vecshare

Python library for sharing word embeddings

easybert

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

chakin

Simple downloader for pre-trained word vectors

kadot

Natural language processing using unsupervised vectors representation.

vlac

Vectors of Locally Aggregated Concepts

embedding4bert

[PyPI] BERT Word Embeddings