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 34 word embedding vectors frameworks tracked. 5 score above 50 (established tier). The highest-rated is kermitt2/delft at 66/100 with 415 stars.

Get all 34 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	kermitt2/delft a Deep Learning Framework for Text https://delft.readthedocs.io/	66	Established	415	Python
2	yoeo/guesslang Detect the programming language of a source code	57	Established	891	Python
3	matthewdeanmartin/whats_that_code detect programming language of source in pure python from an ensemble of classifiers	52	Established	21	Python
4	airalcorn2/Deep-Semantic-Similarity-Model My Keras implementation of the Deep Semantic Similarity Model...	51	Established	521	Python
5	christiansafka/img2vec :fire: Use pre-trained models in PyTorch to extract vector embeddings for any image	50	Established	622	Python
6	microsoft/NeuronBlocks NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego	48	Emerging	1,454	Python
7	inejc/paragraph-vectors :page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).	48	Emerging	415	Python
8	marian-nmt/sotastream A library for data streaming and augmentation	44	Emerging	21	Python
9	oalieno/asm2vec-pytorch Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )	44	Emerging	82	Python
10	Tixierae/deep_learning_NLP Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP	42	Emerging	440	Jupyter Notebook
11	carlomarxdk/life2vec-light Basic implementation of the life2vec model with the dummy data.	42	Emerging	57	Python
12	m-a-n-i-f-e-s-t/retention Language modeling with linear-cost context	41	Emerging	117	Jupyter Notebook
13	Guillem96/data2vec-vision PyTorch implementation of Data2Vec self-supervised approach for vision use cases.	37	Emerging	18	Jupyter Notebook
14	greenelab/word-lapse Explore how a word changes over time	35	Emerging	6	JavaScript
15	nacayu/CRFNet_Tensorflow2.4.1 Reproduce CRFNet official implementation on windows10, tensorflow2.4.1	35	Emerging	42	Python
16	ashutosh1919/data2vec-pytorch Ready to run PyTorch implementation of Data2Vec 2.0: Highly efficient...	35	Emerging	16	Python
17	ArslanJajja1/bengio-nplm-pytorch A from-scratch PyTorch implementation and tutorial of the landmark 2003...	34	Emerging	1	Jupyter Notebook
18	remykarem/word2vec-demo Word2Vec demo on the browser	31	Emerging	5	JavaScript
19	SisonkeBiotik-Africa/MeSH2Matrix A set of Python codes for the classification of biomedical relations based...	30	Emerging	6	Jupyter Notebook
20	dpernes/spamhmm Sparse Mixture of Hidden Markov Models for Graph Connected Entities	25	Experimental	6	Python
21	eliaskempf/ideal_words A PyTorch implementation of ideal word computation.	22	Experimental	5	Python
22	PritK99/POS-Tagging Parts-of-Speech Tagging using Hidden Markov Model and Viterbi Algorithm	20	Experimental	5	C++
23	pmav/deep-learning-subversive-spell-checker A subversive spell checker to generate errors.	19	Experimental	3	Java
24	yashlad27/neural-network-language-model Neural Network Language Model & Optimization Engine - Deep learning...	17	Experimental	—	Jupyter Notebook
25	Sikukhayatinamuna/ml-ccg 🤖 Enhance machine learning with CCG for improved performance and simplified...	13	Experimental	—	—
26	shaoyn0817/NeuralCRF-models CRF and hyphergraph based models combined with deep learning models.	12	Experimental	5	Java
27	RobMcH/tagger A multiclass-perceptron based Part-of-Speech tagger	11	Experimental	—	Java
28	MikeChunko/language-detection A basic neural network for detecting langues	11	Experimental	—	Java
29	nabeelshan78/FNN-NGram-Language-Model-PyTorch An implementation of a classic N-Gram Language Model from scratch using...	11	Experimental	2	Jupyter Notebook
30	ehtisham-sadiq/Exploring-Word2Vec-and-Doc2Vec Dive into the world of Word2Vec and Doc2Vec models to uncover insights and...	11	Experimental	3	Jupyter Notebook
31	malakhovks/vec2read Vec2Read - Программный комплекс для развития навыков скорочтения у детей...	11	Experimental	—	JavaScript
32	kevinniland/Language-Detection-Neural-Network-with-Vector-Hashing :mortar_board: 4th year Artificial Intelligence project. Using the Encog...	11	Experimental	—	Java
33	srivardhansajja/viterbi Hidden Markov Model Part-of-Speech tagger using Viterbi algorithm (Brown and...	10	Experimental	2	Python
34	AdiThakur/pos-tagger Hidden Markov Model for Part-of-Speech tags	10	Experimental	2	Python

Comparisons in this category

data2vec-vision and data2vec-pytorch (37 vs 35)