Top 18 word-embedding Open-Source Projects

• gensim

  18 15,273 7.5 Python

  Topic Modelling for Humans

  

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

• flair

  9 13,587 9.4 Python

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

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• Resume-Matcher

  8 4,534 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

• pytorch-sentiment-analysis

  2 4,236 4.0 Jupyter Notebook

  Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

• texthero

  1 2,865 4.5 Python

  Text preprocessing, representation and visualization from zero to hero.

• Top2Vec

  13 2,847 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 2,203 4.7 Python

  Beautiful visualizations of how language differs among document types.

• SaaSHub

  www.saashub.com featured

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• magnitude

  5 1,612 0.0 Python

  A fast, efficient universal vector embedding utility package.

  

• 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

• MeTA

  0 684 0.0 C++

  A Modern C++ Data Sciences Toolkit (by meta-toolkit)

  

• koan

  1 261 1.8 C++

  A word2vec negative sampling implementation with correct CBOW update.

  

• postgres-word2vec

  2 140 2.6 C

  utils to use word embedding models like word2vec vectors in a PostgreSQL database

• text-summarizer

  1 113 0.0 Python

  Python Framework for Extractive Text Summarization

• codenames

  1 48 8.5 JavaScript

  Codenames AI using Word Vectors (by thomasahle)

Project mention: I made a Codenames and Wordle hybrid | /r/SideProject | 2023-12-04

I made a Codenames AI years ago (https://github.com/thomasahle/codenames) but it never got many users, because it only had a terminal interface. So today I made a website version, at least of the "AI as spymaster, User as guesser" version of the game.

• website-for-resume-matcher

  1 22 6.5 Astro

  Resume Matcher Website

Project mention: Creating a Game-Changer in Job Search: An Open Source ATS Resume Matcher | dev.to | 2023-07-21

Improve the landing page website from Astro to react.

• text-analysis-speeches-amlo

  1 8 3.2 Jupyter Notebook

  Text analysis of the speeches, conferences and interviews of the current president of Mexico

• Twitter-sentiment-analysis

  1 2 0.0 Jupyter Notebook

  A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.

• nlp_graph

  1 1 2.6 Jupyter Notebook

  graph representation of word embeddings

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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 - SaaSHub
  www.saashub.com | 10 May 2024

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