As a result of changes in the spring 2024 meeting schedule for the NSF Unidata Users
Committee, we are able to extend the submission deadline for this year's Community
Equipment Awards solicitation until March 29, 2024. All other aspects
of the 2024 program remain as described in the original announcement.
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K Nearest Neighbors (KNN) is a supervised machine learning method that
"memorizes" (stores) an entire dataset, then relies on the concepts of proximity and
similarity to make predictions about new data. The basic idea is that if a new data
point is in some sense "close" to existing data points, its value is likely to
be similar to the values of its neighbors. In the Earth Systems Sciences, such
techniques can be useful for small- to moderate-scale classification and regression
problems.
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