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AutonML : CMU's AutoML System

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  • License: Apache Software License (Apache-2.0)
  • Author: Saswati Ray, Andrew Williams, Vedant Sanil
  • Maintainer: Andrew Williams, Vedant Sanil
  • Tags datadrivendiscovery, automl, d3m, ta2, cmu
  • Requires: Python >=3.6
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Project description

CMU TA2 (Built using DARPA D3M ecosystem)

Taking your machine learning capacity to the nth power.

AutonML is an automated machine learning system developed by CMU Auton Lab to power data scientists with efficient model discovery and advanced data analytics. It is designed to be the first step in exploratory data science. AutonML leverages powerful methods in machine learning to solve an enriched array of tasks on different data modalities.

AutonML is Carnegie Mellon University's implementation of the Data Driven Discovery program (D3M).

Documentation is available here

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