premgopalan / collabtm
Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.
☆59Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for collabtm
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆49Updated 8 years ago
- Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335☆55Updated 9 years ago
- Social Poisson Factorization☆26Updated 5 years ago
- CofiRank☆57Updated 11 years ago
- Deep NNs for recommendations☆38Updated 8 years ago
- Dynamic Topic Model (based upon code released by David Blei at http://www.cs.princeton.edu/~blei/topicmodeling.html)☆31Updated 6 years ago
- ☆36Updated 9 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 7 years ago
- Implementations of matrix factorization or tensor factorization algorithms☆32Updated 8 years ago
- lecture notes for probabilistic topic models using ipython notebook☆22Updated 9 years ago
- GloVe Word Embedding model's implementation in theano☆36Updated 7 years ago
- Scalable inference for Correlated Topic Models☆30Updated 9 years ago
- A board game recommendation engine/model/website.☆39Updated 8 years ago
- topics Models extension for Mallet & scikit-learn☆49Updated 7 years ago
- Randomized embeddings for extreme learning☆24Updated 8 years ago
- Word Embedding Revisted: Explicit Matrix Factorization☆33Updated 7 years ago
- Bernoulli Embeddings for Text☆83Updated 6 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆41Updated 9 years ago
- ☆71Updated 9 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Implements supervised topic models with a categorical response.☆64Updated 2 years ago
- Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend item…☆147Updated 9 years ago
- Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk☆38Updated 8 years ago
- GitHub LDA - Collaborative Topic Modeling for Recommending GitHub Repos☆33Updated 8 years ago
- Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.☆40Updated 8 years ago
- ☆18Updated 9 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 7 years ago
- code for iclr workshop paper "Learning Document Embedding by Predicting N-grams for Sentiment Classification of Long Movie Reviews"☆25Updated 8 years ago
- Finding document vectors from pre-trained word2vec word vectors☆115Updated 9 years ago