xswang / xflowLinks
Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.
☆224Updated 7 years ago
Alternatives and similar repositories for xflow
Users that are interested in xflow are comparing it to the libraries listed below
Sorting:
- Distributed FM and LR based on Parameter Server with Ftrl☆129Updated 7 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 7 years ago
- sparse word2vec☆108Updated 3 years ago
- A distributed logistic regression system based on ps-lite.☆45Updated 8 years ago
- a parameter server for distributed machine learning applications☆105Updated 9 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆673Updated 6 years ago
- a TensorFlow-based distributed training framework optimized for large-scale sparse data.☆329Updated last month
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 8 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 9 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
- 算法相关的各种论文和slides☆42Updated 6 years ago
- Distributed Factorization Machines☆298Updated 9 years ago
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆71Updated 4 years ago
- DNN framework based on ps-lite☆30Updated 4 years ago
- Implement Wide & Deep algorithm by using NumPy☆156Updated 6 years ago
- 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
- libffm with ftrl updater☆94Updated 8 years ago
- An implement of Factorization Machines (LibFM)☆252Updated 7 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- Classical RecSys algorithms implemented by using TensorFlow Estimators☆184Updated 6 years ago
- A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.☆165Updated 7 months ago
- Gradient boosting decision trees.☆364Updated 6 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆106Updated 7 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Updated 8 years ago
- ☆94Updated 3 years ago
- Wide and Deep Learning for CTR Prediction in tensorflow☆291Updated 3 years ago
- ☆91Updated 7 years ago
- A recommend system forked from APEX☆82Updated 11 years ago
- logistic regression model by ftrl based on ps-lite(parameter server)☆33Updated 8 years ago
- Asynchronous spark machine learning with parameter server☆25Updated 8 years ago