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Elefant - Efficient Learning, Large-scale Inference, and Optimization Toolkit

Problem

There are large quantities of data and information in IT application areas, but there is a lack of integrated software tools for building smart components and backends. In this project, we are developing an architecture and platform with the help of our partners to act as an integrated software toolkit. With this, we hope to make machine learning a killer technology and we will be applying this in key application areas.

Solution

Elefant (Efficient Learning, Large-scale Inference, and Optimization Toolkit) is an open source library for machine learning licensed under the Mozilla Public License (MPL). We aim at developing an open source machine learning platform which will become the platform of choice for prototyping and deploying machine learning algorithms. 

Elefant provides a graphical user interface that permits its components to be combined in powerful ways that put efficient large-scale machine learning at the fingertips of the end-user:

Elefant User Interface


 

Team

Elefant is a project of the Statistical Machine Learning research group at NICTA's Canberra research lab.