Reynold Xin

db-readings. Readings in Databases

jvm-readings. JVM readings

jvm-unsafe-utils. Fast JVM collection

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

TPC-H-Hive. Running TPC-H on Apache Hive

fast-byte-buffer. ByteBuffer utilities using Unsafe for fast reads.

distributed-aligner. A distributed machine translation aligner implemented in Spark.

db-benchmarks. Collection of some database benchmarks, along with tools to parallelize the data generation.

spark. Mirror of Apache Spark

spam-scalanlp. (naive bayes and svm-based) spam detection for a proprietary social network with scalanlp

spark-old. Scala framework for iterative and interactive cluster computing.

spark-prometheus. Prometheus Connector for Apache Spark

scala-style-guide. Databricks Scala Coding Style Guide

wiki-clustering. Clustering Wikipedia articles. This only contains feature generation.

spark-scala-template. Scala

rxin.github.io. CSS

r_recommendation_system. Assignment 3 for the Data Science course at UC Berkeley

mining-sentiment. Naive Bayes Sentiment Analaysis

delta. An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

dotfiles. My dot files.

spark-template. Spark project template

mining-sentiment-regression. Linear regression based sentiment scorer

rockstar. Makes you a Rockstar C++ Programmer in 2 minutes

datascience-a1-pandas. Assignment 1 for the Data Science course at UC Berkeley

c-_rockstar. I'm a C++ rockstar.

berkeley-db-group. berkeley-dbgroup-site

graphx. GraphX development repository (which will eventually be merged into Apache Spark)

sharkexample. Examples of using Shark API

chill. Scala extensions for the Kryo serialization library

netty. Netty project - an event-driven asynchronous network application framework

kryo-serializers. More kryo serializers

spark-ec2. Scripts used to setup a Spark cluster on EC2

mr-benchmarks. Modified benchmark from http://database.cs.brown.edu/projects/mapreduce-vs-dbms/