gingsmith / cocoa
communication-efficient distributed coordinate ascent
☆90Updated 5 years ago
Alternatives and similar repositories for cocoa:
Users that are interested in cocoa are comparing it to the libraries listed below
- A primal-dual framework for distributed L1-regularized optimization☆35Updated 8 years ago
- !!!!!DEPRECATED!!!! distributed machine learning benchmark - a public benchmark of distributed ML solvers and frameworks☆40Updated 6 years ago
- Splash Project for parallel stochastic learning☆94Updated 7 years ago
- Generic Implementation of Consensus ADMM over Spark☆83Updated 8 years ago
- Yggdrasil: Faster Decision Trees Using Column Partitioning in Spark☆31Updated 6 years ago
- ☆19Updated 6 years ago
- Distributed Matrix Library☆70Updated 8 years ago
- Sketching-based Distributed Matrix Computations for Machine Learning☆99Updated 6 years ago
- Cyclades☆28Updated 6 years ago
- MPI for Torch☆60Updated 7 years ago
- Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.☆105Updated 6 years ago
- Spark MLlib code optimized to efficiently support sparse data☆50Updated 8 years ago
- HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization pac…☆166Updated 6 years ago
- Parallel ML System - STRADS scheduler☆30Updated 6 years ago
- ADMM based large scale logistic regression☆337Updated last year
- A CPU and GPU-accelerated matrix library for data mining☆265Updated 3 years ago
- Benchmarks of BLAS libraries with Scala interface☆30Updated 9 years ago
- Exploring differentiation with respect to hyperparameters☆294Updated 9 years ago
- Implementation of ADMM algorithm on Apache Spark☆25Updated 9 years ago
- Fast and memory-efficient svmlight / libsvm file loader for Python.☆116Updated 5 years ago
- cache-friendly multithread matrix factorization☆88Updated 8 years ago
- Code to allow running BIDMach on Spark including HDFS integration and lightweight sparse model updates (Kylix).☆15Updated 4 years ago
- Distributed solver library for large-scale structured output prediction, based on Spark. Project website:☆17Updated 8 years ago
- HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent☆33Updated 8 years ago
- CUDA Matrix Factorization Library with Alternating Least Square (ALS)☆176Updated 6 years ago
- An implementation of DistBelief using the Akka Actor framework☆83Updated 9 years ago
- PMLS-Caffe: Distributed Deep Learning Framework for Parallel ML System☆194Updated 6 years ago
- CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883☆20Updated 3 years ago
- An API for Distributed Machine Learning☆154Updated 8 years ago
- Scalable Distributed LDA implementation for Spark & Glint☆28Updated 8 years ago