zhengruifeng / spark-libFMLinks
An implement of Factorization Machines (LibFM)
☆252Updated 7 years ago
Alternatives and similar repositories for spark-libFM
Users that are interested in spark-libFM are comparing it to the libraries listed below
Sorting:
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆230Updated 9 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆106Updated 7 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆129Updated 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☆87Updated 6 years ago
- A parallel implementation of factorization machines based on Spark☆75Updated 5 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 8 years ago
- libffm with ftrl updater☆94Updated 8 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Updated 8 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 10 years ago
- Distributed Factorization Machines☆298Updated 9 years ago
- follow-the-regularized-leader implemented by java, with an example using criteo dataset.☆37Updated 9 years ago
- ☆447Updated last year
- Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank a…☆110Updated 4 years ago
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆374Updated 5 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 7 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 9 years ago
- Implementation of DeepFM using tensorflow.☆48Updated 7 years ago
- sparse word2vec☆108Updated 3 years ago
- An implementation of GBDT+FM☆24Updated 8 years ago
- Reactive Factorization Engine☆104Updated 10 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆224Updated 7 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆142Updated 8 years ago
- Bayesian Personalized Ranking for Spark☆40Updated 7 years ago
- A Python wrapper for the libffm library.☆243Updated 7 years ago
- Spark-based GBM☆56Updated 5 years ago
- A scalable nearest neighbor search library in Apache Spark☆263Updated 6 years ago
- Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.☆145Updated 8 years ago
- Factorization Machines implementation with Tensorflow☆142Updated 6 years ago