titicaca / spark-gbtlr
Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark
☆88Updated 6 years ago
Alternatives and similar repositories for spark-gbtlr:
Users that are interested in spark-gbtlr are comparing it to the libraries listed below
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆105Updated 6 years ago
- An implement of Factorization Machines (LibFM)☆250Updated 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
- Classical RecSys algorithms implemented by using TensorFlow Estimators☆183Updated 6 years ago
- Factorization Machines implementation with Tensorflow☆143Updated 6 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
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆70Updated 3 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 8 years ago
- ☆91Updated 7 years ago
- recommendation system with Youtube Deep Net☆83Updated 6 years ago
- An implementation of GBDT+FM☆24Updated 7 years ago
- A simple DeepFM.☆101Updated 6 years ago
- JData算法大赛☆31Updated 7 years ago
- use xgboost and lr model for text classification. xgboost is used to be a feature transform for LR☆44Updated 7 years ago
- ☆27Updated 7 years ago
- Tensorflow2.x implementations of CTR(LR、FM、FFM)☆72Updated 3 years ago
- ☆24Updated 8 years ago
- 算法相关的各种论文和slides☆42Updated 6 years ago
- Deep Matching, Correlation and Prediction (DeepMCP) Model☆124Updated 4 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Implement Wide & Deep algorithm by using NumPy☆151Updated 6 years ago
- FFM implement with tensorflow by Python☆61Updated 7 years ago
- Implementation of DeepFM using tensorflow.☆48Updated 7 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 years ago
- Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.☆146Updated 8 years ago
- A java implementation of LightGBM predicting part☆84Updated last year
- 1st Place Season one & 6th Place Season two☆149Updated 7 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入,方便实际场景应用。☆103Updated 4 years ago