- I'm working on novel applications of machine learning and deep learning methods to spatial and spatiotemporal air pollution prediction using satellite imagery.
- I work with large, irregular spatiotemporal datasets measured and stored as interval data. I developed the R package intervalaverage (now available on CRAN) for aligning and averaging (aka resampling) large amounts of interval data efficiently in R using both
data.table
andRcpp
. Theintervalaverage
package is regularly used in production code on 100+ million row tables.
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fastreshape_matrix
fastreshape_matrix PublicWIP: fast reshaping between long tabular [x,y,v] representation and an m x n matrix V.
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nevada_caucus
nevada_caucus PublicR code to pre-tabulate second-alignment early votes for all possible first-alignment candidate viability scenarios in a precinct, given a set of ranked-choice votes.
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data.table
data.table PublicForked from Rdatatable/data.table
R's data.table package extends data.frame:
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future
future PublicForked from HenrikBengtsson/future
🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
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