Open source projects by amplab

amplab/SparkNet

Distributed Neural Networks for Spark

☕C++   ★517 stars   ⚠31 open issues   ⚭2 contributors   ☯almost 2 years old  

amplab/tachyon

Alluxio, formerly Tachyon, Memory Speed Virtual Distributed Storage System

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

amplab/succinct

Enabling queries on compressed data.

☕Java   ★158 stars   ⚠6 open issues   ⚭5 contributors   ☯almost 3 years old  

amplab/spark-indexedrdd

An efficient updatable key-value store for Apache Spark

☕Scala   ★223 stars   ⚠17 open issues   ⚭4 contributors   ☯over 2 years old  

amplab/graphx

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

☕Scala   ★276 stars   ⚠23 open issues   ⚭164 contributors   ☯almost 4 years old  

amplab/training-scripts

Scripts to launch cluster used for Strata

☕Python   ★33 stars   ⚠8 open issues   ⚭4 contributors   ☯over 4 years old  

amplab/training

Training materials for Strata, AMP Camp, etc

☕Scala   ★142 stars   ⚠71 open issues   ⚭32 contributors   ☯over 4 years old  

amplab/spark-ec2

Scripts used to setup a Spark cluster on EC2

☕Shell   ★226 stars   ⚠51 open issues   ⚭30 contributors   ☯about 2 years old  

amplab/datascience-sp14

Repository for data science course Spring 14

☕Shell   ★154 stars   ⚠3 open issues   ⚭4 contributors   ☯over 3 years old  

amplab/velox-modelserver

☕Scala   ★105 stars   ⚠22 open issues   ⚭3 contributors   ☯about 3 years old  

amplab/snap

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

☕C++   ★135 stars   ⚠31 open issues   ⚭8 contributors   ☯about 5 years old  

amplab/keystone

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

☕Scala   ★438 stars   ⚠39 open issues   ⚭8 contributors   ☯over 2 years old  

amplab/shark

Development in Shark has been ended.

☕Scala   ★972 stars   ⚠20 open issues   ⚭42 contributors   ☯over 5 years old  

amplab/docker-scripts

Dockerfiles and scripts for Spark and Shark Docker images

☕Shell   ★268 stars   ⚠11 open issues   ⚭6 contributors   ☯almost 4 years old  

amplab/benchmark

Large scale query engine benchmark

☕Python   ★90 stars   ⚠8 open issues   ⚭3 contributors   ☯about 4 years old  

amplab/smash

Benchmarking toolkit for variant calling

☕Python   ★35 stars   ⚠4 open issues   ⚭7 contributors   ☯almost 4 years old  

amplab/MLI

An API for Distributed Machine Learning

☕CSS   ★145 stars   ⚠3 open issues   ⚭3 contributors   ☯about 4 years old