Word Embeddings Python Packages

gensim

Topic Modelling for Humans

3M 17K 4K

model2vec

Fast State-of-the-Art Static Embeddings

1.3M 2K 128

floret

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

113K 345 17

flair

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

66K 14K 2K

compress-fasttext

Tools for shrinking fastText models (in gensim format)

7K 187 12

scattertext

Beautiful visualizations of how language differs among document types.

4K 2K 284

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

4K 3K 372

bert-embedding

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

1K 451 66

openai-async

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

1K 56 6

texthero

Text preprocessing, representation and visualization from zero to hero.

1K 3K 236

danlp

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

966 209 34

fasttext-modern

Community-maintained fastText fork for modern Python and portable native builds.

845 3 0

fastopic

[NeurIPS 2024] A Fast, Adaptive, Stable, and Transferable Topic Model

728 169 14

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

680 840 158

vecshare

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

373 7 6

wefe

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

361 182 14