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The Top 23 Python Word2vec Word Embeddings Open Source Projects

Open source projects categorized as Python Word2vec Word Embeddings
Categories > Machine Learning > Word Embeddings
Categories > Machine Learning > Word2vec
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit 12 days agopypi gensim} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 7 months agopypi scattertext} Downloads
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
Ngram2vec ⭐ 638
Four word embedding models implemented in Python. Supporting arbitrary context features
most recent commit 5 years ago
Word Embeddings Benchmarks ⭐ 368
Package for evaluating word embeddings
most recent commit 3 years ago
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
most recent commit 4 years ago
Personality Detection ⭐ 273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
most recent commit 4 years ago
Vnlp ⭐ 215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
total releases 16most recent commit 6 months ago
Chameleon_recsys ⭐ 202
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
most recent commit 3 years ago
Shallowlearn ⭐ 196
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
total releases 5most recent commit 7 years ago
Embedding As Service ⭐ 182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
total releases 33most recent commit a year ago
Wordembeddings Elmo Fasttext Word2vec ⭐ 129
Using pre trained word embeddings (Fasttext, Word2Vec)
most recent commit 6 years ago
Word2vec Recommender ⭐ 128
Recommendation engine based on contextual word embeddings
most recent commit 8 years ago
Dna2vec ⭐ 103
dna2vec: Consistent vector representations of variable-length k-mers
most recent commit 4 years ago
Text Summarizer ⭐ 101
Python Framework for Extractive Text Summarization
most recent commit 2 years ago
Simple Sentence Similarity ⭐ 97
Exploring the simple sentence similarity measurements using word embeddings
total releases 4most recent commit 2 years ago
Walklets ⭐ 96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
most recent commit a year ago
Dict2vec ⭐ 88
Dict2vec is a framework to learn word embeddings using lexical dictionaries.
most recent commit 3 years ago
Nonce2vec ⭐ 83
Incremental learning of word embeddings with context informativeness.
total releases 8most recent commit 3 years ago
Zeugma ⭐ 59
📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠
most recent commit 8 months ago
Kor2vec ⭐ 57
Library for Korean morpheme and word vector representation
most recent commit 6 years ago
Word2vec Pytorch ⭐ 55
Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
most recent commit 4 years ago
The 2 Most Depended On Python Word2vec Word Embeddings Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 12 days agopypi gensim} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 7 months agopypi scattertext} Downloads
The 10 Latest Releases In Python Word2vec Word Embeddings Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 12 days agopypi gensim} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148latest release April 18, 2023most recent commit 7 months agopypi scattertext} Downloads
Vnlp ⭐ 215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
total releases 16latest release March 02, 2023most recent commit 6 months ago
Simple Sentence Similarity ⭐ 97
Exploring the simple sentence similarity measurements using word embeddings
total releases 4latest release June 20, 2022most recent commit 2 years ago
Cade ⭐ 30
Compass-aligned Distributional Embeddings. Align embeddings from different corpora
total releases 7latest release November 07, 2020most recent commit 2 years ago
Nonce2vec ⭐ 83
Incremental learning of word embeddings with context informativeness.
total releases 8latest release November 02, 2020most recent commit 3 years ago
Hyperhyper ⭐ 8
🧮 Python package to construct word embeddings for small data
total releases 2latest release March 07, 2020most recent commit 3 years ago
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