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nfer (version 1.1.3)

Event Stream Abstraction using Interval Logic

Description

This is the R API for the 'nfer' formalism (). 'nfer' was developed to specify event stream abstractions for spacecraft telemetry such as the Mars Science Laboratory. Users write rules using a syntax that borrows heavily from Allen's Temporal Logic that, when applied to an event stream, construct a hierarchy of temporal intervals with data. The R API supports loading rules from a file or mining them from historical data. Traces of events or pools of intervals are provided as data frames.

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Install

install.packages('nfer')

Monthly Downloads

247

Version

1.1.3

License

GPL (>= 3)

Maintainer

Sean Kauffman

Last Published

April 12th, 2023

Functions in nfer (1.1.3)

read

Reads an nfer event file into an R dataframe.
learn

Learn an nfer specification from an event trace.
nfer

nfer: A package for inferring interval abstractions of event traces.
load

Load an nfer specification from a file.
apply

Apply a loaded nfer specification to a dataframe of events.