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
Alternatives and similar repositories for zen:
Users that are interested in zen are comparing it to the libraries listed below
- DistML provide a supplement to mllib to support model-parallel on Spark☆166Updated 8 years ago
- Reactive Factorization Engine☆104Updated 10 years ago
- Glint: High performance scala parameter server☆167Updated 6 years ago
- Locality Sensitive Hashing for Apache Spark☆195Updated 8 years ago
- ☆154Updated 6 years ago
- Distributed Streaming Matrix Factorization implemented on Spark for Recommendation Systems☆106Updated 9 years ago
- Vector-free L-BFGS implementation for Spark MLlib☆47Updated 7 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
- An implement of Factorization Machines (LibFM)☆250Updated 6 years ago
- Locality Sensitive Hashing for Apache Spark☆87Updated 3 years ago
- Spark Extension : ML transformers, SQL aggregations, etc that are missing in Apache Spark☆147Updated 9 years ago
- Spark-based approximate nearest neighbor search using locality-sensitive hashing☆104Updated 8 years ago
- Splash Project for parallel stochastic learning☆94Updated 7 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆229Updated 8 years ago
- Factorization Machines on Spark and Glint☆25Updated 8 years ago
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Updated 10 years ago
- Distributed Factorization Machines☆297Updated 9 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39Updated 9 years ago
- A Distributed Matrix Operations Library Built on Top of Spark☆106Updated 8 years ago
- Topic Modeling on Apache Spark☆95Updated 6 years ago
- ADMM based large scale logistic regression☆337Updated last year
- Multithreaded Asynchronous FTRL Proximal Implementation☆128Updated 7 years ago
- Distributed Deep Learning on Spark☆402Updated 8 years ago
- Scalable recommendation system written in Scala using the Apache Spark framework☆106Updated 10 years ago
- A SimRank algorithm implementation using Spark☆48Updated 11 years ago
- fast_tffm: Tensorflow-based Distributed Factorization Machine☆143Updated 8 years ago
- Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)☆43Updated 2 years ago
- ☆111Updated 8 years ago
- Global Vectors for Word Representation on spark☆35Updated 10 years ago
- Spark-based GBM☆56Updated 5 years ago