Simple-Sentence-SimilarityExploring the simple sentence similarity measurements using word embeddings
Stars: ✭ 99 (+312.5%)
Mutual labels: word2vec, word-embeddings
ScattertextBeautiful visualizations of how language differs among document types.
Stars: ✭ 1,722 (+7075%)
Mutual labels: word2vec, word-embeddings
Text SummarizerPython Framework for Extractive Text Summarization
Stars: ✭ 96 (+300%)
Mutual labels: word2vec, word-embeddings
Glove As A Tensorflow Embedding LayerTaking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
Stars: ✭ 85 (+254.17%)
Mutual labels: word2vec, word-embeddings
GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Stars: ✭ 189 (+687.5%)
Mutual labels: word2vec, word-embeddings
Dict2vecDict2vec is a framework to learn word embeddings using lexical dictionaries.
Stars: ✭ 91 (+279.17%)
Mutual labels: word2vec, word-embeddings
Dna2vecdna2vec: Consistent vector representations of variable-length k-mers
Stars: ✭ 117 (+387.5%)
Mutual labels: word2vec, word-embeddings
WegoWord Embeddings (e.g. Word2Vec) in Go!
Stars: ✭ 336 (+1300%)
Mutual labels: word2vec, word-embeddings
DebiasweRemove problematic gender bias from word embeddings.
Stars: ✭ 175 (+629.17%)
Mutual labels: word2vec, word-embeddings
GensimTopic Modelling for Humans
Stars: ✭ 12,763 (+53079.17%)
Mutual labels: word2vec, word-embeddings
Word2vec Win32A word2vec port for Windows.
Stars: ✭ 41 (+70.83%)
Mutual labels: word2vec, word-embeddings
Chameleon recsysSource code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Stars: ✭ 202 (+741.67%)
Mutual labels: word2vec, word-embeddings
Text2vecFast vectorization, topic modeling, distances and GloVe word embeddings in R.
Stars: ✭ 715 (+2879.17%)
Mutual labels: word2vec, word-embeddings
Postgres Word2vecutils to use word embedding like word2vec vectors in a postgres database
Stars: ✭ 96 (+300%)
Mutual labels: word2vec, word-embeddings
Deep learning nlpKeras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Stars: ✭ 407 (+1595.83%)
Mutual labels: word2vec, word-embeddings
MagnitudeA fast, efficient universal vector embedding utility package.
Stars: ✭ 1,394 (+5708.33%)
Mutual labels: word2vec, word-embeddings
SWDMSIGIR 2017: Embedding-based query expansion for weighted sequential dependence retrieval model
Stars: ✭ 35 (+45.83%)
Mutual labels: word2vec, word-embeddings
Text-AnalysisExplaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
Stars: ✭ 48 (+100%)
Mutual labels: word2vec, word-embeddings
Fasttext.jsFastText for Node.js
Stars: ✭ 127 (+429.17%)
Mutual labels: word2vec, word-embeddings
ShallowlearnAn 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.
Stars: ✭ 196 (+716.67%)
Mutual labels: word2vec, word-embeddings
