amplab/MLI

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154
Rank 242,095 (Top 5 %)
Language
Scala
Created over 11 years ago
Updated about 8 years ago

amplab/MLI

amplab

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An API for Distributed Machine Learning

MLI

An API for Distributed Machine Learning

NOTE As of 2016, this project is no longer under active development. Many of its ideas have been incorporated into Apache Spark MLlib and KeystoneML. This repository remains available for historical purposes.

shark

Development in Shark has been ended.

SparkNet

Distributed Neural Networks for Spark

keystone

Simplifying robust end-to-end machine learning on Apache Spark.

spark-ec2

Scripts used to setup a Spark cluster on EC2

graphx

Former GraphX development repository. GraphX has been merged into Apache Spark; please submit pull requests there.

snap

Scalable Nucleotide Alignment Program -- a fast and accurate read aligner for high-throughput sequencing data

succinct

Enabling queries on compressed data.

docker-scripts

Dockerfiles and scripts for Spark and Shark Docker images

spark-indexedrdd

An efficient updatable key-value store for Apache Spark

datascience-sp14

Repository for data science course Spring 14

training

Training materials for Strata, AMP Camp, etc

drizzle-spark

Drizzle integration with Apache Spark

carat

Carat: Collaborative Energy Debugging

velox-modelserver

benchmark

Large scale query engine benchmark

ml-matrix

Distributed Matrix Library

ampcrowd

A RESTful web service that runs microtasks across multiple crowds, provides quality control techniques, and is easily extensible.

smash

Benchmarking toolkit for variant calling

training-scripts

Scripts to launch cluster used for Strata

ernest

Code for Ernest

cyclades

succinct-cpp

ampcamp

scripts used for ampcamp

zipg

A Memory-efficient Graph Store for Interactive Queries

orchestra

Fine-Grained Distributed Computing

iolap

cs262a-fall2016

sprint

Sprint Transformations for RegEx queries

keystone-example

A example skeleton for an application built on top of KeystoneML

mlsys

An open source survey of the emerging systems for large-scale machine learning.

clipper-v0

ray-core

Experiments for the Ray backend

Buggypedia

sparse-covariance-inverse

siren-release

Public version of the SiRen project

keystone-integration-tests

Integration Tests for KeystoneML

ampcrowd-client-py

A python client for using the AMPCrowd service