evancasey / spark-knn-recommender
Item and User-based KNN recommendation algorithms using PySpark
☆126Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for spark-knn-recommender
- Scalable recommendation system written in Scala using the Apache Spark framework☆105Updated 9 years ago
- Distributed Streaming Matrix Factorization implemented on Spark for Recommendation Systems☆107Updated 8 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Approximate Nearest Neighbors in Spark☆174Updated 3 years ago
- Criteo/Kaggle Competition of CTR prediction☆130Updated 10 years ago
- An implement of Factorization Machines (LibFM)☆248Updated 6 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆105Updated 6 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 years ago
- Reactive Factorization Engine☆104Updated 9 years ago
- Spark-based approximate nearest neighbor search using locality-sensitive hashing☆104Updated 8 years ago
- A SimRank algorithm implementation using Spark☆49Updated 10 years ago
- Locality Sensitive Hashing for Apache Spark☆88Updated 2 years ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- Film recommendations with Apache Spark and Python☆61Updated 9 years ago
- Spark-based GBM☆56Updated 4 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
- News recommendation system based on spark.☆47Updated 7 years ago
- Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logi…☆170Updated 5 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 5 years ago
- Kaggle's click through rate prediction with Spark Pipeline API☆23Updated 8 years ago
- Vector-free L-BFGS implementation for Spark MLlib☆46Updated 7 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
- JPMML-SparkML plugin for converting XGBoost4J-Spark models to PMML☆36Updated 4 years ago
- follow-the-regularized-leader implemented by java, with an example using criteo dataset.☆37Updated 9 years ago
- Simple example on how to use recommenders in Spark / MLlib☆70Updated 4 years ago
- An implementation of GBDT+FM☆24Updated 7 years ago