Top 9 Python word-embedding Projects

gensim

18 15,193 7.5 Python

Topic Modelling for Humans

Project mention: Aggregating news from different sources | /r/learnprogramming | 2023-07-08
flair

9 13,538 9.4 Python

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

workos.com
sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Resume-Matcher

8 4,473 8.7 Python

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

Project mention: Hacktoberfest 2023: The Complete Guide | dev.to | 2023-09-22

GitHub: https://github.com/srbhr/Resume-Matcher Website: https://www.resumematcher.fyi/ Discord: Resume Matcher's Discord Tech Stack: Python, NextJS, FastAPI, TypeScript
texthero

1 2,861 4.5 Python

Text preprocessing, representation and visualization from zero to hero.
Top2Vec

13 2,833 7.0 Python

Top2Vec learns jointly embedded topic, document and word vectors.

Project mention: [D] Is it better to create a different set of Doc2Vec embeddings for each group in my dataset, rather than generating embeddings for the entire dataset? | /r/MachineLearning | 2023-10-28

I'm using Top2Vec with Doc2Vec embeddings to find topics in a dataset of ~4000 social media posts. This dataset has three groups:
scattertext

3 2,196 4.7 Python

Beautiful visualizations of how language differs among document types.
magnitude

5 1,610 0.0 Python

A fast, efficient universal vector embedding utility package.
InfluxDB

www.influxdata.com
sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
inltk

1 811 0.0 Python

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

1 113 0.0 Python

Python Framework for Extractive Text Summarization

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-10-28.