Open Source @ IBM

CODAIT

Center for Open Source Data
and AI Technologies

Projects

Model Asset eXchange

A place for developers to find and use free and open source deep learning models.

Data Asset eXchange

Explore useful and relevant data sets for enterprise data science.

AI Explainability 360

An open source software toolkit that helps you comprehend how machine learning models predict labels

AI Fairness 360

The AI Fairness 360 toolkit (AIF360) is an open source software toolkit that can help detect and remove bias in machine learning models.

Adversarial Robustness 360 Toolbox

Explore ART, a toolbox for rapid crafting and analysis of attack and defense methods for machine learning models.

Jupyter Enterprise Gateway

A lightweight, multi-tenant, scalable and secure gateway that enables Jupyter Notebooks to share resources across an Apache Spark cluster.

Aardpfark

A lightweight, multi-tenant, scalable and secure gateway that enables Jupyter Notebooks to share resources across an Apache Spark cluster.

PyWren for IBM Cloud

Run python code at scale on IBM Cloud.

Spark-Bench

Spark-Bench is a flexible framework for benchmarking, simulating, comparing, and testing versions of Apache Spark and Spark applications.

Apache Bahir™

Apache Bahir™ provides extensions to distributed analytic platforms such as Apache Spark.

Apache Toree

Apache Toree acts as a middleman between an interactive application, and an Apache Spark™ cluster.
Elyra

A set of open source AI-centric extensions to Jupyter Notebooks, and, more specifically, the new JupyterLab user interface.