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The Top 23 Word Embeddings Open Source Projects

Open source projects categorized as Word Embeddings
Categories > Machine Learning > Word Embeddings
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit 17 days agopypi gensim} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31most recent commit 18 days agopypi flair} Downloads
Chinese Word Vectors ⭐ 11,230
100+ Chinese Word Vectors 上百种预训练中文词向量
most recent commit 6 months ago
Resume Matcher ⭐ 4,224
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.
most recent commit 3 months ago
Pytorch Sentiment Analysis ⭐ 4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 3 months ago
Muse ⭐ 2,844
A library for Multilingual Unsupervised or Supervised word Embeddings
most recent commit 3 years ago
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10most recent commit 8 months agopypi texthero} Downloads
Top2vec ⭐ 2,738
Top2Vec learns jointly embedded topic, document and word vectors.
dependent packages 2total releases 36most recent commit 5 months agopypi top2vec} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 8 months agopypi scattertext} Downloads
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit 3 years ago
Magnitude ⭐ 1,542
A fast, efficient universal vector embedding utility package.
most recent commit 2 years ago
Conceptnet Numberbatch ⭐ 1,114
most recent commit 2 years ago
Nlp_overview ⭐ 958
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
most recent commit 4 years ago
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10most recent commit 5 months ago
Inltk ⭐ 808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
total releases 24most recent commit 3 months ago
Nlp Notebooks ⭐ 710
A collection of notebooks for Natural Language Processing from NLP Town
most recent commit 2 years ago
Meta ⭐ 660
A Modern C++ Data Sciences Toolkit
most recent commit a year ago
Ngram2vec ⭐ 638
Four word embedding models implemented in Python. Supporting arbitrary context features
most recent commit 5 years ago
Doc2vec ⭐ 619
Python scripts for training/testing paragraph vectors
most recent commit 9 months ago
Multi Class Text Classification Cnn Rnn ⭐ 554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
most recent commit 6 years ago
Etm ⭐ 507
Topic Modeling in Embedding Spaces
most recent commit 10 months ago
Biosentvec ⭐ 501
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
most recent commit 8 months ago
Fast_sentence_embeddings ⭐ 494
Compute Sentence Embeddings Fast!
total releases 10most recent commit 2 years ago
The 10 Most Depended On Word Embeddings Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 17 days agopypi gensim} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 18 days agopypi flair} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10latest release July 01, 2021most recent commit 8 months agopypi texthero} Downloads
Openai Async ⭐ 10
A light-weight, asynchronous client for OpenAI API - text completion, image generation and embeddings.
dependent packages 5total releases 4latest release December 17, 2022most recent commit a year agopypi openai-async} Downloads
Danlp ⭐ 141
DaNLP is a repository for Natural Language Processing resources for the Danish Language.
dependent packages 5total releases 14latest release February 17, 2022most recent commit 2 years agopypi danlp} Downloads
Fasttext.js ⭐ 169
FastText for Node.js
dependent packages 5total releases 11latest release March 22, 2023most recent commit a year agonpm fasttext.js} Downloads
Embeddings ⭐ 217
Fast, DB Backed pretrained word embeddings for natural language processing.
dependent packages 4total releases 8latest release February 11, 2020most recent commit 6 months agopypi embeddings} Downloads
Jfasttext ⭐ 215
Java interface for fastText
dependent packages 3total releases 5latest release May 29, 2023most recent commit a year ago
Dictionary Py ⭐ 7
Dictionary processing library
dependent packages 3total releases 34latest release November 25, 2022most recent commit a year agopypi NlpToolkit-Dictionary} Downloads
The 10 Latest Releases In Word Embeddings Open Source Projects
Top2vec ⭐ 2,738
Top2Vec learns jointly embedded topic, document and word vectors.
dependent packages 2total releases 36latest release November 16, 2023most recent commit 5 months agopypi top2vec} Downloads
Text2vec ⭐ 829
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 18total releases 10latest release November 09, 2023most recent commit 5 months ago
Floret ⭐ 159
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
dependent packages 2total releases 9latest release November 04, 2023most recent commit 2 years agopypi floret} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 18 days agopypi flair} Downloads
Compress Fasttext ⭐ 153
Tools for shrinking fastText models (in gensim format)
dependent packages 1total releases 12latest release October 14, 2023most recent commit 6 months agopypi compress-fasttext} Downloads
Ruby Spacy ⭐ 39
A wrapper module for using spaCy natural language processing library from the Ruby programming language via PyCall
dependent packages 1total releases 12latest release October 03, 2023most recent commit 7 months agorubygems ruby-spacy} Downloads
Deepnlp ⭐ 9
Deep learning utility library for natural language processing
dependent packages 2total releases 23latest release August 26, 2023most recent commit 4 months agopypi zensols.deepnlp} Downloads
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 17 days agopypi gensim} Downloads
Jfasttext ⭐ 215
Java interface for fastText
dependent packages 3total releases 5latest release May 29, 2023most recent commit a year ago
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 8 months agopypi scattertext} Downloads
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