blei-lab / ctrLinks
Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.
☆147Updated 9 years ago
Alternatives and similar repositories for ctr
Users that are interested in ctr are comparing it to the libraries listed below
Sorting:
- CoFactor: Regularizing Matrix Factorization with Item Co-occurrence☆164Updated 7 years ago
- RecSys Challenge 2016: job recommendations☆100Updated 8 years ago
- ☆169Updated 7 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆143Updated 8 years ago
- A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.☆79Updated 7 years ago
- Neural models for Collaborative Filtering☆127Updated 6 years ago
- Exposure Matrix Factorization: modeling user exposure in recommendation☆97Updated 9 years ago
- Logistic Matrix Factorization for Implicit Feedback Data. http://stanford.edu/~rezab/nips2014workshop/submits/logmat.pdf☆160Updated 10 years ago
- Bayesian Personalized Ranking☆214Updated 9 years ago
- Collaborative Deep Learning for Recommender Systems.☆72Updated 8 years ago
- ☆196Updated 7 years ago
- Collaborative Denoising Auto-Encoder for Top-N Recommender Systems☆111Updated 9 years ago
- ☆70Updated 10 years ago
- CofiRank☆57Updated 12 years ago
- Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.☆59Updated 8 years ago
- ☆108Updated 8 years ago
- A Latent Dirichlet Allocation implementation in Python.☆51Updated 6 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆245Updated 7 years ago
- A Learning to Rank Library☆135Updated 12 years ago
- An implementation of Bayesian Personalised Ranking in Theano☆57Updated 11 years ago
- Winning solution to the Avito CTR competition☆137Updated 9 years ago
- Cache efficient implementation for Latent Dirichlet Allocation☆164Updated 6 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 10 years ago
- libffm with ftrl updater☆94Updated 7 years ago
- Deep NNs for recommendations☆39Updated 9 years ago
- Learning Rank☆78Updated 8 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Updated 9 years ago
- A short paper describing the library is available on arXiv.☆64Updated 7 years ago
- Solution of RecSys Challenge 2015☆91Updated 8 years ago
- Official repository of QuickRank: A C++ suite of Learning to Rank algorithms.☆131Updated 6 years ago