liuzhiqiangruc / dml
MLib, Involved with: TopicModel、LR、GBDT、TimeSeries、Word[Doc] Embedding、graph,etc
☆86Updated last year
Related projects ⓘ
Alternatives and complementary repositories for dml
- 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
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 6 years ago
- sparse word2vec☆109Updated 2 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 5 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
- a parameter server for distributed machine learning applications☆105Updated 8 years ago
- ☆91Updated 6 years ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆221Updated 6 years ago
- A SimRank algorithm implementation using Spark☆49Updated 10 years ago
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆70Updated 3 years ago
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 8 years ago
- CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.☆81Updated 4 years ago
- A distributed logistic regression system based on ps-lite.☆45Updated 7 years ago
- JData算法大赛☆31Updated 7 years ago
- Dive into machine learning system, start from reinventing the wheel.☆228Updated 6 years ago
- ☆93Updated 2 years ago
- Deep Matching, Correlation and Prediction (DeepMCP) Model☆125Updated 4 years ago
- Spark / graphX implementation of the distributed louvain modularity algorithm☆312Updated 4 years ago
- A C++ version GBDT tool. Very fast at single machine. No time to make a distribution version.☆22Updated 8 years ago
- xgboost在线预测☆30Updated 7 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆128Updated 7 years ago
- A recommend system forked from APEX☆82Updated 10 years ago
- IJCAI2018阿里妈妈搜索广告转化率预估baseline LB 0.0831☆88Updated 6 years ago
- 算法相关的各种论文和slides☆42Updated 5 years ago
- An implementation of GBDT+FM☆24Updated 7 years ago
- libffm with ftrl updater☆93Updated 7 years ago
- ☆33Updated 5 years ago
- code exercise: dbscan(ballTree improve) | ctr(ftrl) | text classification(bayes..) | kmeans | general LR |..☆26Updated 8 years ago
- Deep neural network model based on the tree☆48Updated 5 years ago