Word Embedding Vectors ML Frameworks

Pre-trained and trained word vector models (word2vec, fastText, etc.) and tools for generating, visualizing, or searching with word embeddings. Does NOT include general NLP frameworks, sentence embeddings, or document retrieval systems without word-level focus.

There are 35 word embedding vectors frameworks tracked. 2 score above 50 (established tier). The highest-rated is kermitt2/delft at 69/100 with 415 stars and 1,230 monthly downloads.

Get all 35 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=word-embedding-vectors&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	kermitt2/delft a Deep Learning Framework for Text https://delft.readthedocs.io/	69	Established	415	Python
2	yoeo/guesslang Detect the programming language of a source code	50	Established	891	Python
3	matthewdeanmartin/whats_that_code detect programming language of source in pure python from an ensemble of classifiers	48	Emerging	21	Python
4	airalcorn2/Deep-Semantic-Similarity-Model My Keras implementation of the Deep Semantic Similarity Model...	44	Emerging	521	Python
5	christiansafka/img2vec :fire: Use pre-trained models in PyTorch to extract vector embeddings for any image	43	Emerging	622	Python
6	microsoft/NeuronBlocks NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego	41	Emerging	1,454	Python
7	marian-nmt/sotastream A library for data streaming and augmentation	41	Emerging	21	Python
8	inejc/paragraph-vectors :page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).	41	Emerging	415	Python
9	oalieno/asm2vec-pytorch Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )	37	Emerging	82	Python
10	carlomarxdk/life2vec-light Basic implementation of the life2vec model with the dummy data.	35	Emerging	57	Python
11	m-a-n-i-f-e-s-t/retention Language modeling with linear-cost context	35	Emerging	117	Jupyter Notebook
12	Tixierae/deep_learning_NLP Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP	35	Emerging	440	Jupyter Notebook
13	ArslanJajja1/bengio-nplm-pytorch A from-scratch PyTorch implementation and tutorial of the landmark 2003...	32	Emerging	1	Jupyter Notebook
14	Guillem96/data2vec-vision PyTorch implementation of Data2Vec self-supervised approach for vision use cases.	30	Emerging	18	Jupyter Notebook
15	greenelab/word-lapse Explore how a word changes over time	28	Experimental	6	JavaScript
16	nacayu/CRFNet_Tensorflow2.4.1 Reproduce CRFNet official implementation on windows10, tensorflow2.4.1	28	Experimental	42	Python
17	ashutosh1919/data2vec-pytorch Ready to run PyTorch implementation of Data2Vec 2.0: Highly efficient...	28	Experimental	16	Python
18	remykarem/word2vec-demo Word2Vec demo on the browser	24	Experimental	5	JavaScript
19	queelius/infinigram High-speed corpus-based language model using suffix arrays for...	24	Experimental	2	HTML
20	SisonkeBiotik-Africa/MeSH2Matrix A set of Python codes for the classification of biomedical relations based...	23	Experimental	6	Jupyter Notebook
21	kalnee/trivor-nlp trivor-nlp leverages the use of NPL (Natural Language Processing) to detect...	23	Experimental	2	Java
22	czcorpus/cqlizer Predicting time-consuming CQL queries in language corpora	20	Experimental	1	Go
23	dpernes/spamhmm Sparse Mixture of Hidden Markov Models for Graph Connected Entities	18	Experimental	6	Python
24	euskadi31/go-ngram an n-gram is a contiguous sequence of n items from a given sequence of text...	17	Experimental	2	Go
25	Vidhi1290/Word2Vec-and-FastText-Word-Embedding-with-Gensim-in-Python This project explores the realm of Natural Language Processing (NLP) using...	16	Experimental	3	Jupyter Notebook
26	eliaskempf/ideal_words A PyTorch implementation of ideal word computation.	15	Experimental	5	Python
27	yashlad27/neural-network-language-model Neural Network Language Model & Optimization Engine - Deep learning...	15	Experimental	—	Jupyter Notebook
28	Sikukhayatinamuna/ml-ccg 🤖 Enhance machine learning with CCG for improved performance and simplified...	14	Experimental	—	—
29	knowledge-express/skipgram For all your n-gram and skip-gram needs 🔠	13	Experimental	3	JavaScript
30	estamos/word2vec-thesis 🎓 Diploma Thesis \| A Word2vec comparative study of CBOW and Skipgram	13	Experimental	7	Rich Text Format
31	PritK99/POS-Tagging Parts-of-Speech Tagging using Hidden Markov Model and Viterbi Algorithm	13	Experimental	5	C++
32	ryderwishart/ancient-greek-word2vec Global vector modelling notebooks for Ancient Greek	13	Experimental	8	Jupyter Notebook
33	jinglescode/phrases-extraction-wordcloud Extracting n-grams from text and display in beautiful D3 word cloud.	13	Experimental	6	JavaScript
34	amirabbasasadi/persian-wordvectors An Interactive Visualization of Persian Word Vectors Trained on Wikipedia	12	Experimental	4	JavaScript
35	pmav/deep-learning-subversive-spell-checker A subversive spell checker to generate errors.	12	Experimental	3	Java

Comparisons in this category

data2vec-vision and data2vec-pytorch (30 vs 28)