MagnitudeA fast, efficient universal vector embedding utility package.
Stars: ✭ 1,394 (+6538.1%)
Mutual labels: word2vec, word-embeddings, fasttext
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 (+833.33%)
Mutual labels: word2vec, word-embeddings, fasttext
Fasttext.jsFastText for Node.js
Stars: ✭ 127 (+504.76%)
Mutual labels: word2vec, word-embeddings, fasttext
Simple-Sentence-SimilarityExploring the simple sentence similarity measurements using word embeddings
Stars: ✭ 99 (+371.43%)
Mutual labels: word2vec, word-embeddings, fasttext
GensimTopic Modelling for Humans
Stars: ✭ 12,763 (+60676.19%)
Mutual labels: word2vec, word-embeddings, fasttext
KoanA word2vec negative sampling implementation with correct CBOW update.
Stars: ✭ 232 (+1004.76%)
Mutual labels: word2vec, word-embeddings
codenamesCodenames AI using Word Vectors
Stars: ✭ 41 (+95.24%)
Mutual labels: word2vec, word-embeddings
sentiment-analysis-of-tweets-in-russianSentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.
Stars: ✭ 51 (+142.86%)
Mutual labels: word2vec, word-embeddings
word-benchmarksBenchmarks for intrinsic word embeddings evaluation.
Stars: ✭ 45 (+114.29%)
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 (+800%)
Mutual labels: word2vec, word-embeddings
two-stream-cnnA two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data
Stars: ✭ 24 (+14.29%)
Mutual labels: word2vec, word-embeddings
Cw2veccw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
Stars: ✭ 224 (+966.67%)
Mutual labels: word2vec, fasttext
Chameleon recsysSource code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Stars: ✭ 202 (+861.9%)
Mutual labels: word2vec, word-embeddings
word2vec-tsneGoogle News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.
Stars: ✭ 59 (+180.95%)
Mutual labels: word2vec, word-embeddings
word2vec-on-wikipediaA pipeline for training word embeddings using word2vec on wikipedia corpus.
Stars: ✭ 68 (+223.81%)
Mutual labels: word2vec, word-embeddings
compress-fasttextTools for shrinking fastText models (in gensim format)
Stars: ✭ 124 (+490.48%)
Mutual labels: word-embeddings, fasttext
EmbeddingEmbedding模型代码和学习笔记总结
Stars: ✭ 25 (+19.05%)
Mutual labels: word2vec, fasttext
wikidata-corpusTrain Wikidata with word2vec for word embedding tasks
Stars: ✭ 109 (+419.05%)
Mutual labels: word2vec, word-embeddings
WordvectorsPre-trained word vectors of 30+ languages
Stars: ✭ 2,043 (+9628.57%)
Mutual labels: word2vec, fasttext
