meereeum / lda2vec-tf
tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings
☆436Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for lda2vec-tf
- Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum☆108Updated 5 years ago
- Sentence2vec by Rock☆314Updated 2 years ago
- Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and…☆461Updated 5 years ago
- An implementation of GloVe in TensorFlow☆292Updated 7 years ago
- Deep Learning for Natural Language Processing☆458Updated 5 years ago
- word2vec uisng keras inside gensim☆206Updated 8 years ago
- A demo code for topical word embedding☆315Updated 6 years ago
- Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby☆601Updated 6 years ago
- ☆216Updated 6 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆142Updated last year
- Implementation of various topic models☆369Updated 4 years ago
- A fast implementation of GloVe, with optional retrofitting☆243Updated last year
- Calculates Word Mover's Distance Insanely Fast☆460Updated last year
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆178Updated 7 years ago
- Yet another Python binding for fastText☆227Updated 5 years ago
- experiments and snippets used on the blog☆144Updated 3 months ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆143Updated 9 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆245Updated 6 years ago
- My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://re…☆519Updated 7 years ago
- Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes☆223Updated 5 years ago
- Text classification using a convolutional neural network.☆449Updated 4 years ago
- Package for evaluating word embeddings☆437Updated 3 years ago
- ☆141Updated 4 years ago
- Extension of the original word2vec using different architectures☆210Updated 7 years ago
- ☆472Updated 2 years ago
- Convolutional Neural Network for Text Classification in Tensorflow☆139Updated 7 years ago
- Python scripts for training/testing paragraph vectors☆645Updated last year
- Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"☆538Updated 5 months ago
- Dynamic Topic Modeling via Non-negative Matrix Factorization☆282Updated 3 years ago
- Retrofitting Word Vectors to Semantic Lexicons☆373Updated 5 years ago