Weekly Roundup – Dec. 20 2015

 

New framework, services, and toolsets are added to Index!

Framework

Logistic Regression with Dropout

This is an extension of Spark MLlib, implementing logistic regression with dropout regularization.

databricks-spark-csv

CSV data source for Spark SQL and DataFrames

 

Services

Velox Modelserver

Velox is a system for serving machine learning predictions.

 

Luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs.

 

Toolsets

spark-notebook – 0.6.2

Use Apache Spark straight from the Browser

spark-dataflow – 0.4.2

Provides a Spark backend for executing Dataflow pipelines.

Spree

Live-updating Spark UI built with Meteor

spark-jobserver

REST job server for Apache Spark

GMM

Gaussian Mixture Model Implementation in Pyspark

Spork

Pig on Apache Spark

 


You can find a lot more tools, frameworks and libraries at PocketCluster Index. Go check it out! Looking into adding your repo? tweet to @stkim1!

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