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In addition we were able to use a dataset which enabled us to compare hospitals which were confronted with transparency early on with hospitals which were not.
Specifically, we use a dataset that tracks IRS acquisition of financial filings or forms hosted by the SEC's EDGAR servers.
We have some pre-generated datasets as indicated above, but it's always more fun to use a dataset that you find interesting.
Use a dataset that is too small and the network can settle into a state that fails to recognize the wide variety of patterns that occur in the real world.
They use a dataset of over 70,000 virus samples, isolated from HIV-1 subtype B infected individuals, assayed for in vitro replicative capacity alone or under drug selection.
To test our metrics we use a dataset from Flickr.
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They even compare different privacy preserving algorithms using a dataset of voting patterns on Wikipedia.
We also ran these models two ways: using the complete dataset and using a dataset that excluded on-indication side effects, as in the previous enrichment analysis.
The researchers used a dataset of 464,411 music recordings to analyse what has changed – and what has stayed the same – over the past half-century of song.
For the purpose of this tutorial, I'll be using a dataset from the World Bank on access to improved sanitation facilities around the world.
We illustrate our approach using a dataset from studies of pattern formation in Drosophila.
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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