cloudml / zen
Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logistic regression, latent dirichilet allocation, factorization machines and DNN.
☆170Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for zen
- Reactive Factorization Engine☆104Updated 9 years ago
- DistML provide a supplement to mllib to support model-parallel on Spark☆166Updated 7 years ago
- Glint: High performance scala parameter server☆168Updated 6 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
- Locality Sensitive Hashing for Apache Spark☆196Updated 8 years ago
- ☆155Updated 6 years ago
- Spark-based approximate nearest neighbor search using locality-sensitive hashing☆104Updated 8 years ago
- Vector-free L-BFGS implementation for Spark MLlib☆47Updated 7 years ago
- Distributed Streaming Matrix Factorization implemented on Spark for Recommendation Systems☆107Updated 8 years ago
- ADMM based large scale logistic regression☆335Updated 11 months ago
- Spark Extension : ML transformers, SQL aggregations, etc that are missing in Apache Spark☆147Updated 8 years ago
- Locality Sensitive Hashing for Apache Spark☆88Updated 2 years ago
- An implement of Factorization Machines (LibFM)☆248Updated 6 years ago
- Splash Project for parallel stochastic learning☆94Updated 7 years ago
- A Distributed Matrix Operations Library Built on Top of Spark☆105Updated 7 years ago
- Topic Modeling on Apache Spark☆94Updated 5 years ago
- Factorization Machines on Spark and Glint☆25Updated 8 years ago
- A SimRank algorithm implementation using Spark☆49Updated 10 years ago
- Approximate Nearest Neighbors in Spark☆174Updated 3 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 years ago
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 7 years ago
- Distributed Factorization Machines☆296Updated 8 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 9 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
- ☆110Updated 7 years ago
- Spark-based GBM☆56Updated 4 years ago