Top 9 Python word-embedding Projects

gensim

18 15,330 7.0 Python

Topic Modelling for Humans

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

flair

9 13,636 9.4 Python

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

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Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
Resume-Matcher

8 4,604 8.5 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 2,872 4.5 Python

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

13 2,853 6.2 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 2,214 4.7 Python

Beautiful visualizations of how language differs among document types.
magnitude

5 1,614 0.0 Python

A fast, efficient universal vector embedding utility package.
InfluxDB

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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

1 812 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

1 114 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).

Python word-embeddings related posts

[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?

1 project | /r/MachineLearning | 28 Oct 2023
Which UI library for react or next are you using in your project?

1 project | dev.to | 6 Aug 2023
Resume Matcher: Free Open Source Python Based ATS with ML

1 project | /r/opensource | 30 Jul 2023
My personal project Resume Matcher is trending on GitHub with 500+ stars. Thank you 🙏 for this!

1 project | /r/developersIndia | 29 Jul 2023
Resume Matcher – Free Open Source ATS Tool to Match Resumes to Job Descriptions

1 project | news.ycombinator.com | 28 Jul 2023
Show HN: I made an open-source Resume Matcher. A Python based ATS with ML

1 project | news.ycombinator.com | 24 Jul 2023
Tips for best Top2Vec (HDBSCAN) usage

1 project | /r/datascience | 8 Jun 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 2 Jun 2024

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