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When Google made TensorFlow open to anyone to use, it wrote: "By sharing what we believe to be one of the best machine learning toolboxes in the world, we hope to create an open standard for exchanging research ideas and putting machine learning in products".
Further, we have carried out a similar comparison of the best machine learning algorithm and the best performing human expert.
We found that the best human predictor and the best machine learning algorithm, a multi-layer perceptron, gave almost identical prediction quality.
The AI team uses machine learning on existing machine learning algorithms to select the best machine learning algorithm — in real time.
University of Toronto is one of the best machine learning schools in the world, and Pereira is using that to Zoom.ai's advantage in terms of finding talent.
From this study we were able to conclude that the best Machine Learning algorithms to achieve a good performance are the Ensemble of Classifiers (a method that combines the individual decisions of a set of classifiers through majority or voting).
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And when asked what he would do with his new venture funds, Hotz said he would focus on hiring the best machine-learning programmers he could find.
Even sophisticated choices on the best machine-learning algorithm to use in a particular context have been made trivial by free tools such as Weka [ 15], which essentially abstract away the need to know specific methodology.
The second analysis evaluated the added discriminative power provided by EAR, by comparing the best machine-learning models using three sets of predicting variables: variables from ECO (box 1), variables from EAR (see online supplementary appendix) and the union of the two.
CRF, a sequence labeler, is currently one of the best statistical machine learning frameworks for named entity recognition (McCallum and Li, 2013).
The MLP performed best of the machine learning algorithms on RMSE, AAE, R2, and ρ.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com