Search Results for author: Erin LeDell

Found 3 papers, 2 papers with code

AMLB: an AutoML Benchmark

2 code implementations25 Jul 2022 Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren

Comparing different AutoML frameworks is notoriously challenging and often done incorrectly.

AutoML

An Open Source AutoML Benchmark

no code implementations1 Jul 2019 Pieter Gijsbers, Erin LeDell, Janek Thomas, Sébastien Poirier, Bernd Bischl, Joaquin Vanschoren

In recent years, an active field of research has developed around automated machine learning (AutoML).

AutoML BIG-bench Machine Learning

Build a Deep Neural Network model using CPUs Builds a feed-forward multilayer artificial neural network on an H2OFrame

1 code implementation H2O.ai, Inc. 2015 Anisha Arora, Arno Candel, Jessica Lanford, Erin LeDell, Viraj Parmar

With hundreds of meetups over the past three years, H2O has become a word-of-mouth phenomenon, growing amongst the data community by a hundred-fold, and is now used by 30, 000+ users and is deployed using R, Python, Hadoop, and Spark in 2000+ corporations.

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