Explore @Sotera Open Source projects

Sotera Defense, now Jacobs (@Sotera)

Sotera

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spark-distributed-louvain-modularity

Spark / graphX implementation of the distributed louvain modularity algorithm

distributed-graph-analytics

Distributed Graph Analytics (DGA) is a compendium of graph analytics written for Bulk-Synchronous-Parallel (BSP) processing frameworks such as Giraph and GraphX. The analytics included are High Betweenness Set Extraction, Weakly Connected Components, Page Rank, Leaf Compression, and Louvain Modularity.

correlation-approximation

Spark implementation of the Google Correlate algorithm to quickly find highly correlated vectors in huge datasets

mitie-trainer

Model Training tool for MITIE

newman

Quickly analyze and explore email with advanced analytics and visualization.

pst-extraction

PST extraction and analytic pipeline

distributed-louvain-modularity

Community Detection and Compression Analytic for Big Graph Data

graphene

zephyr

Zephyr is a big data, platform agnostic ETL API, with Hadoop MapReduce, Storm, and other big data bindings.

watchman

Watchman: An open-source social-media event-detection system

aggregate-micro-paths

Infer movement patterns from large amounts of geo-temporal data in a cloud environment.

track-communities

A series of analytics for creating networks from geo-temporal track data based on time/space co-occurrence. Includes UI for visualization of communities and tracks.

Datawake

Browser add-on and web server to support collection and analysis of web browsing data.

Datawake-Legacy

This project is superseded by the current Datawake project but is maintained here for existing users. Browser extension and backend services aimed at enhancing Internet search with domain specific knowledge, collaboration, and analysis.

DatawakeDepot

Loopback web application for administration of Datawake networks

high-betweenness-set-extraction

Approximate Betweenness Centrality computation for big graph data.

rhipe-arima

An R/Hadoop Arima analytic using Rhipe to submit mapreduce jobs.

GEQE

Geo Event Quey by Example - Leverage geo-located temporal text data in order to identify similar locations or events.

firmament

NodeJS script and Docker files to create MySQL/MongoDB backed AngularJS/Bootstrap web application

datawake-prefetch

page-rank

social-sandbox

Geo-temporal scraping of social media, unsupervised event detection

xdata-vm

Vagrant-Ubuntu VM serving as a platform for XDATA performer software integration

xdata-nba

Tools to mine nba data

leaf-compression

DatawakeManager-WebApp

DatawakeManager Web Server

newman-vm

interactive-graph-viewer

An R Shiny app for interactively viewing the results of the Louvain method for community detection.

triangle-counting

A port of the work at Sandia National Laboratories on approximate triangle counting via wedge sampling.

merlin-stack

hive-common-udf

A collection of common Apache Hive UDFs

graphene-enron

graphene-walker

go_watchman

github.com/watchman apps for which go is specifically well suited

Rmmtsne

A native R implementation of multiple maps t-distributed stochastic neighbor embedding (mmtsne).

twitter-cacher

Twitter Scraper

zephyr-sample-project

A sample project (or, rather, sample projects) to show various ways of using Zephyr - generally a good starting point for your own Zephyr implementations.

vande

sotera.github.io

DatawakeManager-Loopback

DatawakeManager Data Layer

newman-research

Tools to be evaluated prior to integration into Newman

graphene-instagram

A version of Graphene that runs on scraped Instagram data.

DatawakeFFPlugin

JMI based Datawake plugin for Firefox 38+

zephyr-contrib

Useful classes for functions outside the scope of Zephyr's ETL, but still used in many scenarios (generally with extensive dependencies that probably shouldn't be in the core API).

DatawakeSuite

micropath-kml

For creating kml to visualize aggregate micro-path output.