Red Hat/IBM Leftovers
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Red Hat Innovation Awards 2020 Now Open for Nominations
The Red Hat Innovation Awards have been recurring annually every years since 2007, and the nominations for the 2020 awards are now open. The Red Hat Innovation Awards recognize organizations for the transformative projects and outstanding results they have experienced with Red Hat’s open source solutions.
Open source has helped transform technology from the datacenter to the cloud and the Red Hat Innovation Awards showcase its transformative impact in organizations around the world. Users should nominate organizations that showcase successful IT implementation and projects that made a difference using open source.
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IBM offers explainable AI toolkit, but it’s open to interpretation
Decades before today's deep learning neural networks compiled imponderable layers of statistics into working machines, researchers were trying to figure out how one explains statistical findings to a human.
IBM this week offered up the latest effort in that long quest to interpret, explain, and justify machine learning, a set of open-source programming resources it calls "AI 360 Explainability."
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SD Times Open-Source Project of the Week: AI Explainability 360
The toolkit offers IBM explainability algorithms, demos, tutorials, guides and other resources to explain machine learning outcomes. IBM explained there are many ways to go about understanding the decisions made by algorithms.
“It is precisely to tackle this diversity of explanations that we’ve created AI Explainability 360 with algorithms for case-based reasoning, directly interpretable rules, post hoc local explanations, post hoc global explanations, and more,” Aleksandra Mojsilovic, IBM Fellow at IBM Research wrote in a post.
The company believes this work can benefit doctors who are comparing various cases to see whether they are similar, or an application whose loan was denied can use the research to see the main reason for rejection.
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