Domino Data Science Blog

Data Science Trends, Tools, and Best Practices

Posts tagged with:   benchmark

New G3 Instances in AWS – Worth it for Machine Learning?

We benchmarked AWS’s new G3 instances for deep learning tasks and found they significantly outperform the older P2 instances. The new G3 instances...read more

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Benchmarking Predictive Models

It's been said that debugging is harder than programming. If we, as data scientists, are developing models ("programming") at the limits of our...read more

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Numenta Anomaly Benchmark: A Benchmark for Streaming Anomaly Detection

Written by Subutai Ahmad, VP Research at Numenta. With sensors invading our everyday lives, we are seeing an exponential increase in the availability...read more

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A Quick Benchmark of Hashtable Implementations in R

UPDATE: I am humbled and thankful to have had so much feedback on this post! It started out as a quick and dirty...read more

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The R Data I/O Shootout

We pit newcomer R data I/O package, feather, against popular packages data.table, readr, and the venerable saveRDS/writeRDS functions from base R. While feather...read more

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