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sampleclean-async

scala.rx

An experimental library for Functional Reactive Programming in Scala

spark

Mirror of Apache Spark

spark-1

Scala framework for iterative and interactive cluster computing.

spark-daal

Using Intel DAAL on Spark

spark-hash

Locality Sensitive Hashing for Apache Spark

spark-infotheoretic-feature-selection

This package contains a generic implementation of greedy Information Theoretic Feature Selection (FS) methods. The implementation is based on the common theoretic framework presented by Gavin Brown. Implementations of mRMR, InfoGain, JMI and other commonly used FS filters are provided.

spark-tfocs

A Spark port of TFOCS: Templates for First-Order Conic Solvers (cvxr.com/tfocs)

spark-timeseries

A library for time series analysis on Apache Spark

spark_dbscan

DBSCAN clustering algorithm on top of Apache Spark

spark_multiboost

An implementation of the multi-class/multi-label classifier, of which the training is carried out using AdaBoost.MH on Apache Spark.

sparkboost

A distributed implementation of AdaBoost.MH and MP-Boost using Apache Spark

sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

sparkr-pkg

R frontend for Spark

sparseml

Spark MLlib code optimized to efficiently support sparse data

speedment

Speedment is a Stream ORM Java Toolkit and Runtime

splash

Splash Project for parallel stochastic learning

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

strads

Petuum's STRADS scheduler

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflowonspark

TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters

tensorframes

Tensorflow wrapper for DataFrames on Apache Spark

tesseract

Tesseract Open Source OCR Engine (main repository)

the-art-of-command-line

Master the command line, in one page

tracker

Video analysis and modeling tool built on the Open Source Physics framework

velox-modelserver

xgboost

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

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.