Word2Vec Implementations NLP Tools

Implementations and training frameworks for Word2Vec models across different languages and libraries. Does NOT include general word embedding methods, pre-trained model loaders, or downstream NLP applications using embeddings.

There are 43 word2vec implementations tools tracked. The highest-rated is Planeshifter/node-word2vec at 39/100 with 354 stars.

Get all 43 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	Planeshifter/node-word2vec Node.js interface to the Google word2vec tool.	39	Emerging	354	C
2	nathanrooy/word2vec-from-scratch-with-python A very simple, bare-bones, inefficient, implementation of skip-gram word2vec...	39	Emerging	101	Python
3	thunlp/paragraph2vec Paragraph Vector Implementation	37	Emerging	56	Python
4	akoksal/Turkish-Word2Vec Pre-trained Word2Vec Model for Turkish	36	Emerging	222	Python
5	RichDavis1/PHPW2V A PHP implementation of Word2Vec, a popular word embedding algorithm created...	35	Emerging	46	PHP
6	YuyuZha0/word2vec a word2vec impl of Chinese language, based on deeplearning4j and ansj	34	Emerging	29	Java
7	tmteam/Word2vec.Tools .Net Implementation for google word2vec tools.	33	Emerging	37	C#
8	DerekChia/word2vec_numpy Word2Vec implementation using numpy	33	Emerging	94	Python
9	Lancern/asm2vec An unofficial implementation of asm2vec as a standalone python package	32	Emerging	172	Python
10	alexsosn/Word2Vec-iOS Word2Vec iOS port	30	Emerging	23	Objective-C
11	26hzhang/Word2VecfJava Word2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions	30	Emerging	16	Java
12	chatopera/node-word2vec Word2vec Model Reader for Node.js Client	29	Experimental	13	C
13	MohamedAliHabib/easyLearn-Arabic-Text-Recommender-System Building, Training and Testing Doc2Vec and Word2Vec (Skip-Gram) Model Using...	28	Experimental	9	Jupyter Notebook
14	sudharsan13296/Word2vec-from-scratch simple Word2vec from scratch using tensorflow for understanding	28	Experimental	34	Jupyter Notebook
15	chao-ji/tf-word2vec TensorFlow implementation of word2vec	28	Experimental	52	Python
16	NIHOPA/word2vec_pipeline NLP pipeline using word2vec (preprocessing/embedding/prediction/clustering)	27	Experimental	116	Python
17	n0obcoder/Skip-Gram-Model-PyTorch PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the...	27	Experimental	54	Python
18	Ignotus/theano-word2vec SkipGram and CBOW implementations on Theano	26	Experimental	2	Jupyter Notebook
19	campfireai/job2vec Open source model weights for Campfire AI's semantic embedding of human occupations	26	Experimental	6	Jupyter Notebook
20	rozester/Arabic-Word-Embeddings-Word2vec Arabic Word Embeddings Word2vec	25	Experimental	27	JavaScript
21	sminerport/Word2VecSkipgramTensorFlow Word2Vec Skip-Gram model implementation using TensorFlow 2.0 to learn word...	25	Experimental	3	Python
22	Rajspeaks/Deep-Learning-Approach-to-English-Corpus-Text-Visualization-using-Word2Vec-Model English Corpus Text-Visualization using Word2Vec Model from Gensim. A mini...	24	Experimental	4	Jupyter Notebook
23	aziyan99/sword2vec An simple implementation of skip-gram word2vec	23	Experimental	1	Python
24	yukunqi/Chinese-Word2Vec-Model 搜狗新闻语料训练的word2vec中文模型	23	Experimental	69	Python
25	talha1503/word2vec Word2Vec implementation(skip-gram model) using numpy and nltk.	22	Experimental	7	Jupyter Notebook
26	pat-coady/word2vec Learning Word Vectors from Project Gutenberg Texts	21	Experimental	8	Jupyter Notebook
27	frucci/pretrained-italian-word2vec-emb A pretrained word2vec embeddings for italian languages	21	Experimental	11	Jupyter Notebook
28	cbowdon/doc2vec-pytorch Tutorial: implementing doc2vec (paragraph vectors) from scratch in PyTorch	20	Experimental	14	Jupyter Notebook
29	aitoralmeida/spanish_word2vec Ready to use Spanish Word2Vec embeddings created from >18B chars and >3B words	20	Experimental	44	—
30	paoloripamonti/word2vec-keras Word2Vec Keras Text Classifier	20	Experimental	6	Python
31	HiepThanh0510/cbow-pytorch CBOW (Continuous Bag of Words) model predicts a target word based on the...	17	Experimental	5	Python
32	harmanpreet93/load-word2vec-google Load Google's pre-trained Word2Vec model using gensim APIs	17	Experimental	13	Jupyter Notebook
33	cybersecurity-dev/awesome-word2vec Awesome Word2vec	16	Experimental	1	—
34	frankl1/Word2vec-For-NER-In-Low-Resource-Languages An efficient word representation for named entities recognition in...	15	Experimental	2	Jupyter Notebook
35	chloeskt/data2vec_ensae Deep Learning course final project at ENSAE Paris. The project is centered...	15	Experimental	2	Python
36	thjbdvlt/french-word-vectors word vectors for french	15	Experimental	—	Python
37	asprenger/doc2vec Python scripts to train a doc2vec models using Gensim.	15	Experimental	6	Jupyter Notebook
38	AsadiAhmad/Skip-Gram Training Model with converting words to vector and Skip-Gram	15	Experimental	6	Jupyter Notebook
39	shubham0704/syntree2vec An algorithm to augment syntactic hierarchy into word embeddings	14	Experimental	10	Jupyter Notebook
40	sebkim/lda2vec-pytorch lda2vec pytorch implementation	13	Experimental	11	Jupyter Notebook
41	mkaufma90/word2vec-deps Dependency based word embeddings	12	Experimental	12	Jupyter Notebook
42	mpinta/tracevec 🔌 Learning word embedding models based on the electrical consumption of...	12	Experimental	3	Jupyter Notebook
43	BushMinusZero/deep-learning-skunk-works Deep Learning Skunk Works. NLP projects using PyTorch	11	Experimental	2	Python

Comparisons in this category

word2vec-from-scratch-with-python and Word2vec-from-scratch (39 vs 28)