Chordalysis

===== Project moved to https://github.com/fpetitjean/Chordalysis =====

Log-linear analysis is the statistical method used to capture multi-way relationships between variables. However, due to its exponential nature, previous approaches did not allow scale-up to more than a dozen variables.
We present here Chordalysis, a log-linear analysis method for big data. Chordalysis exploits recent discoveries in graph theory by representing complex models as compositions of triangular structures, also known as chordal graphs. Chordalysis makes it possible to discover the structure of datasets with thousands of variables on a standard desktop computer.
Associated papers at ICDM 2013, ICDM 2014 and SDM 2015 can be found at http://www.francois-petitjean.com/Research/

YourKit is supporting Chordalysis open source project with its full-featured Java Profiler.
YourKit is the creator of innovative and intelligent tools for profiling Java and .NET applications. http://www.yourkit.com

Project Samples

Project Activity

See All Activity >

License

GNU General Public License version 3.0 (GPLv3)

Follow Chordalysis

Chordalysis Web Site

Other Useful Business Software

Vibes don’t ship, Retool does

Start from a prompt and build production-ready apps on your data—with security, permissions, and compliance built in.

Vibe coding tools create cool demos, but Retool helps you build software your company can actually use. Generate internal apps that connect directly to your data—deployed in your cloud with enterprise security from day one. Build dashboards, admin panels, and workflows with granular permissions already in place. Stop prototyping and ship on a platform that actually passes security review.

Build apps that ship

Rate This Project

User Reviews

Be the first to post a review of Chordalysis!

Additional Project Details

Programming Language

Java

Related Categories

Java Machine Learning Software, Java Statistics Software, Java Big Data Tool

Registered

2013-10-28

Similar Business Software

Vertex AI

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery...

See Software
Google Cloud BigQuery

BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely...

See Software
ActCAD Software

ActCAD is a native dwg/dxf cad software suitable for professional 2D drafting and 3D modeling projects. ActCAD is trusted by over 30000 users in over 103 countries for more than 10 years. The interface, commands, icons, dialogs, shortcuts etc. are very much similar to other popular cad software...

See Software
Google Cloud Platform

Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage...

See Software
Altium Develop

Altium Develop is a multidisciplinary product creation platform that breaks down silos and empowers teams to design collaboratively without limits. Built on Altium Designer and Altium 365, it unifies electrical, mechanical, software, sourcing, and manufacturing teams in a shared environment....

See Software
AvPro Software

AvPro Software is comprehensive and easy-to-use. It's perfect for Aircraft MRO, Certified Repair Station (CRS), Aircraft Operators, and parts brokers. You can track Aircraft Parts I(nventory, Work Orders, and much more. Modular in nature and specifically designed for aircraft maintenance...

See Software