matricer's repositories
LIBBLE-PS
LIBBLE by Parameter Server
alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
sparkling-graph
SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
ps-lite
A lightweight parameter server interface
lambdaFM
Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.
alphaPLM
Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.
alphaFM_softmax
Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.
wormhole
Deprecated
difacto
Distributed Factorization Machines