jstol / neural-net-matrix-factorizationLinks
π¬π§ Exploring neural networks (and variational inference) for collaborative filtering
β35Updated 7 years ago
Alternatives and similar repositories for neural-net-matrix-factorization
Users that are interested in neural-net-matrix-factorization are comparing it to the libraries listed below
Sorting:
- Neural models for Collaborative Filteringβ127Updated 6 years ago
- Collaborative Denoising Auto-Encoder for Top-N Recommender Systemsβ111Updated 9 years ago
- Toy implementation of SLIM and SSLIM Recommendation methods.β42Updated 7 years ago
- Exposure Matrix Factorization: modeling user exposure in recommendationβ96Updated 9 years ago
- β42Updated 9 years ago
- Bayesian Personalized Rankingβ213Updated 9 years ago
- β169Updated 7 years ago
- deep learning for recommender systemβ44Updated 7 years ago
- Implementation of the Factorizing Personalized Markov Chains for Next-Basket Recommendationβ68Updated 9 years ago
- Collaborative Deep Learning (CDL)β58Updated 7 years ago
- A Tensorflow implementation of Collaborative Metric Learning (CML)β160Updated 7 years ago
- β53Updated 7 years ago
- Using theano to implement the Matrix Factorization with BPR ranking lossβ38Updated 9 years ago
- Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"β39Updated 8 years ago
- Collaborative Denoising Auto-Encoder (CDAE)β57Updated 9 years ago
- Collaborative Deep Learning for Recommender Systems.β72Updated 8 years ago
- Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDDβ72Updated 4 years ago
- Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "β138Updated 7 years ago
- Weighted matrix factorization in Pythonβ72Updated 11 years ago
- β74Updated 7 years ago
- Factorization Machine, Deep Learning, Recommender Systemβ18Updated 7 years ago
- CFRBM is a implementation of the RBM model to the collaborative filtering taskβ40Updated 7 years ago
- β83Updated 6 years ago
- A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).β59Updated 7 years ago
- A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.β80Updated 7 years ago
- The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior β¦β73Updated 7 years ago
- Deep Learning for Recommendationβ34Updated 8 years ago
- Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proc. of 2018 ACM Conference on Recommender Systems β¦β55Updated 10 months ago
- This is an implementation of the Dual Learning Algorithm with multi-layer feed-forward neural network for online unbiased learning to ranβ¦β89Updated 2 years ago
- Probabilistic matrix factorization (PMF) in Pythonβ48Updated 9 years ago