evancasey / spark-knn-recommender
Item and User-based KNN recommendation algorithms using PySpark
☆126Updated 7 years ago
Alternatives and similar repositories for spark-knn-recommender:
Users that are interested in spark-knn-recommender are comparing it to the libraries listed below
- An implement of Factorization Machines (LibFM)☆250Updated 6 years ago
- Scalable recommendation system written in Scala using the Apache Spark framework☆106Updated 10 years ago
- Reactive Factorization Engine☆104Updated 10 years ago
- Criteo/Kaggle Competition of CTR prediction☆130Updated 10 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Distributed Streaming Matrix Factorization implemented on Spark for Recommendation Systems☆106Updated 9 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 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
- Bayesian Personalized Ranking for Spark☆40Updated 7 years ago
- Kaggle Avazu beat-the-benchmark model☆36Updated 10 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆143Updated 8 years ago
- Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.☆128Updated 3 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 10 years ago
- Hashed Factorization Machine with Follow The Regularized Leader for Kaggle Avazu Click-Through Rate Competition☆260Updated 8 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- Kaggle Criteo https://www.kaggle.com/c/criteo-display-ad-challenge☆98Updated 10 years ago
- A Python wrapper for the libffm library.☆243Updated 6 years ago
- ☆77Updated 7 years ago
- News recommendation system based on spark.☆47Updated 8 years ago
- Film recommendations with Apache Spark and Python☆61Updated 9 years ago
- Pedagogical example realization of wide & deep networks, using TensorFlow and TFLearn.☆145Updated 8 years ago
- An implementation of the multi-class/multi-label classifier, of which the training is carried out using AdaBoost.MH on Apache Spark.☆107Updated 10 years ago
- ☆108Updated 7 years ago
- Recommendation engine based on contextual word embeddings☆136Updated 8 years ago
- libffm with ftrl updater☆94Updated 7 years ago
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆24Updated 7 years ago
- Winning solution to the Avito CTR competition☆137Updated 9 years ago
- Spark-based GBM☆56Updated 5 years ago