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Data-driven discovery of models (D3M) program index

A list of D3M-related tools and their repository URLs

Pipeline infrastructure and tools

TA1 Components

BYU Primitives

BYU-DML machine learning algorithms or primitives created for DARPA's D3M project. These primitives are wrapped to fit within the D3M ecosystem.

Common Primitives

A collection of primitives and pipelines from multiple teams.

JHU Primitives

A collection of JHU Python interfaces for TA1 primitives in the D3M project.

RPI Primitives

RPI primitives for D3M project. Executable pipelines are included.

ISI Data Cleaning Primitives, ISI Featurization Primitives

A collection of ISI primitives for data cleaning and featurization.

TA2 Systems

ISI DSBox System

ISI's template-based automated machine learning system.

TA3 Systems

DataMart

DataMarts are data search engines. Given a problem and an dataset, those system can provide additional, relevant data and augment the initial dataset to enable the construction of a better model.

NYU's DataMart system

USC ISI's DataMart system

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