liuzhiqiangruc / dml
MLib, Involved with: TopicModel、LR、GBDT、TimeSeries、Word[Doc] Embedding、graph，etc
☆86Updated 11 months ago
Related projects: ⓘ
- 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
- ☆91Updated 6 years ago
- A recommend system forked from APEX☆82Updated 10 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
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 5 years ago
- sparse word2vec☆109Updated 2 years ago
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆70Updated 3 years ago
- a parameter server for distributed machine learning applications☆105Updated 8 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 6 years ago
- Dive into machine learning system, start from reinventing the wheel.☆229Updated 6 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 8 years ago
- Deep Matching, Correlation and Prediction (DeepMCP) Model☆125Updated 4 years ago
- An implementation of GBDT+FM☆24Updated 7 years ago
- xgboost 源码分析☆31Updated 7 years ago
- A SimRank algorithm implementation using Spark☆49Updated 10 years ago
- JData算法大赛☆31Updated 7 years ago
- ☆93Updated 2 years ago
- xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems☆130Updated 4 years ago
- ☆27Updated 6 years ago
- google 官方word2vec 中文注释版☆108Updated 9 years ago
- ☆59Updated this week
- distributed version of product-nets☆81Updated 4 years ago
- SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising Guaranteed Display Advertising☆49Updated 7 years ago
- Calculate SimRank for a Networkx graph using the Delta Simrank method within MapReduce framework☆51Updated 8 years ago
- Implement Wide & Deep algorithm by using NumPy☆149Updated 5 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆221Updated 6 years ago
- Deep neural network model based on the tree☆48Updated 5 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆128Updated 7 years ago
- ☆60Updated this week
- CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.☆81Updated 4 years ago