alfredolainez / bpr-spark
Bayesian Personalized Ranking for Spark
☆40Updated 7 years ago
Alternatives and similar repositories for bpr-spark:
Users that are interested in bpr-spark are comparing it to the libraries listed below
- libffm with ftrl updater☆93Updated 7 years ago
- Hybrid Linear UCB bandit learning algorithm L Li(2010) python code☆56Updated 9 years ago
- ☆83Updated 6 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆143Updated 7 years ago
- ☆77Updated 7 years ago
- MXNet for CTR☆50Updated 7 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆105Updated 6 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆127Updated 3 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 8 years ago
- Reactive Factorization Engine☆104Updated 9 years ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Solution of RecSys Challenge 2015☆91Updated 8 years ago
- Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank a…☆111Updated 3 years ago
- This is an implementation of the Dual Learning Algorithm with multi-layer feed-forward neural network for online unbiased learning to ran…☆89Updated 2 years ago
- A SimRank algorithm implementation using Spark☆49Updated 11 years ago
- An implement of Factorization Machines (LibFM)☆250Updated 6 years ago
- follow-the-regularized-leader implemented by java, with an example using criteo dataset.☆37Updated 9 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 8 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- sparse word2vec☆108Updated 2 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆86Updated 9 years ago
- Introduction and implementation of the strategies(include Thompson Sampling) for multi-armed bandit problem☆44Updated 6 years ago
- A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python☆91Updated 11 years ago
- Spark-based GBM☆56Updated 4 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆129Updated 7 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago
- Distributed Streaming Matrix Factorization implemented on Spark for Recommendation Systems☆106Updated 8 years ago
- Implementation of DeepFM using tensorflow.☆48Updated 7 years ago