chenhuang-learn / ffmLinks
field-aware factorization machine implemented by java with an experiment using criteo data set.
☆39Updated 10 years ago
Alternatives and similar repositories for ffm
Users that are interested in ffm are comparing it to the libraries listed below
Sorting:
- follow-the-regularized-leader implemented by java, with an example using criteo dataset.☆37Updated 9 years ago
- libffm with ftrl updater☆94Updated 7 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆129Updated 3 years ago
- A SimRank algorithm implementation using Spark☆48Updated 11 years ago
- An implementation of GBDT+FM☆24Updated 8 years ago
- Java 8 Factorization Machines Library☆27Updated 8 years ago
- Bayesian Personalized Ranking for Spark☆40Updated 7 years ago
- Reactive Factorization Engine☆104Updated 10 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆106Updated 6 years ago
- An implement of Factorization Machines (LibFM)☆250Updated 6 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 10 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 9 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 8 years ago
- LTR DNN in tensorflow, an improvement of DSSM☆21Updated 7 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 7 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- a large scale lbfgs using a method in nips 2014 paper "Large-scale L-BFGS using MapReduce".☆13Updated 10 years ago
- Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank a…☆110Updated 3 years ago
- Implementation of DeepFM using tensorflow.☆48Updated 7 years ago
- Criteo/Kaggle Competition of CTR prediction☆130Updated 10 years ago
- sparse word2vec☆108Updated 2 years ago
- logistic regression model by ftrl based on ps-lite(parameter server)☆33Updated 8 years ago
- A parallel implementation of factorization machines based on Spark☆74Updated 4 years ago
- 基于Spark的LambdaMART实现☆11Updated 10 years ago
- In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction s…☆31Updated 5 years ago
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆70Updated 3 years ago
- Hybrid Linear UCB bandit learning algorithm L Li(2010) python code☆56Updated 9 years ago
- A Learning to Rank Library☆135Updated 12 years ago
- FFM implement with tensorflow by Python☆60Updated 7 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago