comadan / FM_FTRL
Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition
☆261Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for FM_FTRL
- 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
- libffm with ftrl updater☆93Updated 7 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆405Updated 7 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 7 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆144Updated 7 years ago
- An implement of Factorization Machines (LibFM)☆248Updated 6 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
- Distributed FM and LR based on Parameter Server with Ftrl☆128Updated 7 years ago
- Distributed Factorization Machines☆296Updated 8 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 9 years ago
- Pure Python implementation of the Follow The Regularized Leader - Proximal algorithm☆150Updated 5 years ago
- A Python wrapper for the libffm library.☆243Updated 6 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆105Updated 6 years ago
- follow-the-regularized-leader implemented by java, with an example using criteo dataset.☆37Updated 9 years ago
- FFM implement with tensorflow by Python☆61Updated 7 years ago
- Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribut…☆375Updated 4 years ago
- ☆108Updated 7 years ago
- pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM☆250Updated 5 years ago
- Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.☆146Updated 8 years ago
- ☆91Updated 6 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 6 years ago
- ☆83Updated 5 years ago
- sparse word2vec☆109Updated 2 years ago
- Factorization Machines implementation with Tensorflow☆143Updated 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
- ☆184Updated 7 years ago
- ☆447Updated 3 months ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 5 years ago
- Hybrid Linear UCB bandit learning algorithm L Li(2010) python code☆56Updated 8 years ago