Python word-embeddings

Open-source Python projects categorized as word-embeddings | Edit details

Top 6 Python word-embedding Projects

  • GitHub repo gensim

    Topic Modelling for Humans

    Project mention: Gensim: Topic Modelling for Humans | news.ycombinator.com | 2021-12-07
  • GitHub repo flair

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

    Project mention: How to create a dataset for training NER models when you only have entity data | reddit.com/r/LanguageTechnology | 2021-10-18

    We have a list of entities in text files separated with a new line. We intend to train the flair model to detect these entities in text, but NER models require the entity to be labeled in a paragraph with BOI format.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo scattertext

    Beautiful visualizations of how language differs among document types.

    Project mention: Clustering of text - Where to start? | reddit.com/r/LanguageTechnology | 2021-08-04

    If what you want is to determine how similar two categories are, or to learn something about the structure or words that compose those categories, you might consider word shift graphs or Scattertext.

  • GitHub repo magnitude

    A fast, efficient universal vector embedding utility package.

    Project mention: Text Classification Library for a Quick Baseline | news.ycombinator.com | 2021-06-23

    (3) FastText now supports multiple languages [2].

    [1] https://github.com/plasticityai/magnitude#pre-converted-magn...

  • GitHub repo Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

    Project mention: Extracting topics from 250k facebook posts | reddit.com/r/LanguageTechnology | 2021-05-26

    Since you already have the facebook posts, you can use top2vec https://github.com/ddangelov/Top2Vec

  • GitHub repo 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

    Project mention: Which are top APIs for Indian languages mainly VR, OCR, Speech - Text - Speech? | reddit.com/r/LanguageTechnology | 2021-01-29

    The best tool will vary a little bit from language to language, but your best bets are probably the Indic NLP Library and iNLTK

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 2021-12-07.

Python word-embeddings related posts

Index

What are some of the best open-source word-embedding projects in Python? This list will help you:

Project Stars
1 gensim 12,729
2 flair 11,018
3 scattertext 1,709
4 magnitude 1,495
5 Top2Vec 1,422
6 inltk 739
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