spark-libFM Scala 207

An implement of Factorization Machines (LibFM)

SparkGBM Terra 57

Spark-based GBM

spark-optimization Scala 2

catboost * C++ 1

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

SparkFM Scala 1

Spark-based FM

spark * Scala 1

Mirror of Apache Spark

spark-rules Scala 1

spark-website * 0

Apache Spark Website

996.ICU * Python 0

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

models * Python 0

Models and examples built with TensorFlow

tensorflow * C++ 0

An Open Source Machine Learning Framework for Everyone

flink * Java 0

Apache Flink

mshadow * C++ 0

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

dmlc-core * C++ 0

A common bricks library for building scalable and portable distributed machine learning.

LightGBM * C++ 0

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

xgboost * C++ 0

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

angel * Java 0

A Flexible and Powerful Parameter Server for large-scale machine learning

hazelcast-yarn * Java 0

hazelcast * Java 0

Open Source In-Memory Data Grid

ignite * Java 0

Mirror of Apache Ignite

zen * Scala 0

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.

libffm * C++ 0

A Library for Field-aware Factorization Machines

libfm * C++ 0

Library for factorization machines

rabit * C++ 0

Reliable Allreduce and Broadcast Interface for distributed machine learning

incubator-mxnet * Python 0

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

ps-lite * C++ 0

A lightweight parameter server interface

AElf * C# 0

A scalable blockchain built on cluster(in progress)

pytorch * Python 0

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pymc3 * Python 0

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

scikit-learn * Python 0

scikit-learn: machine learning in Python