Open source projects by amplab

amplab/SparkNet

Distributed Neural Networks for Spark

☕C++   ★484 stars   ⚠31 open issues   ⚭2 contributors   ☯over 1 year old  

amplab/tachyon

Alluxio, formerly Tachyon, Memory Speed Virtual Distributed Storage System

☕Java   ★2425 stars   ⚠22 open issues   ⚭160 contributors   ☯about 4 years old  

amplab/succinct

Java/Scala Implementation of Succinct.

☕Java   ★145 stars   ⚠5 open issues   ⚭5 contributors   ☯over 2 years old  

amplab/spark-indexedrdd

An efficient updatable key-value store for Apache Spark

☕Scala   ★191 stars   ⚠17 open issues   ⚭4 contributors   ☯about 2 years old  

amplab/graphx

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

☕Scala   ★272 stars   ⚠23 open issues   ⚭164 contributors   ☯over 3 years old  

amplab/training-scripts

Scripts to launch cluster used for Strata

☕Python   ★32 stars   ⚠8 open issues   ⚭4 contributors   ☯about 4 years old  

amplab/training

Training materials for Strata, AMP Camp, etc

☕Scala   ★138 stars   ⚠71 open issues   ⚭32 contributors   ☯about 4 years old  

amplab/spark-ec2

Scripts used to setup a Spark cluster on EC2

☕Shell   ★169 stars   ⚠37 open issues   ⚭30 contributors   ☯over 1 year old  

amplab/datascience-sp14

Repository for data science course Spring 14

☕Shell   ★150 stars   ⚠3 open issues   ⚭4 contributors   ☯about 3 years old  

amplab/velox-modelserver

☕Scala   ★97 stars   ⚠22 open issues   ⚭3 contributors   ☯over 2 years old  

amplab/snap

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

☕C++   ★126 stars   ⚠25 open issues   ⚭8 contributors   ☯over 4 years old  

amplab/keystone

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

☕Scala   ★399 stars   ⚠43 open issues   ⚭8 contributors   ☯almost 2 years old  

amplab/shark

Development in Shark has been ended.

☕Scala   ★976 stars   ⚠21 open issues   ⚭42 contributors   ☯almost 5 years old  

amplab/docker-scripts

Dockerfiles and scripts for Spark and Shark Docker images

☕Shell   ★266 stars   ⚠11 open issues   ⚭6 contributors   ☯over 3 years old  

amplab/benchmark

Large scale query engine benchmark

☕Python   ★85 stars   ⚠8 open issues   ⚭3 contributors   ☯over 3 years old  

amplab/smash

Benchmarking toolkit for variant calling

☕Python   ★33 stars   ⚠4 open issues   ⚭7 contributors   ☯over 3 years old  

amplab/MLI

An API for Distributed Machine Learning

☕CSS   ★145 stars   ⚠3 open issues   ⚭3 contributors   ☯over 3 years old