ramidst: An Interface to the AMIDST Toolbox for Data Stream Processing
Version 0.1.0

Offers a link to some of the functionality of the AMIDST toolbox for handling data streams. More precisely, the package provides inference and concept drift detection using hybrid Bayesian networks.

AuthorAntonio Salmeron, Dario Ramos-Lopez, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen, Andres Masegosa, Ana M. Martinez, Rafael Cabanas
Date of publication2016-10-21 14:09:43
MaintainerAntonio Salmeron <antonio.salmeron@ual.es>
LicenseApache License 2.0
Version0.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ramidst")

Popular man pages

amidst_data_stream: Creates an AMIDST data stream from an arff file
dbn_generator: Generates a random dynamic Bayesian network
load_amidst_bn: Loads an AMIDST BN from a fle
nb_concept_drift_detector_from_stream: Naive Bayes concept drift detector from an AMIDST data stream
print_amidst_bn: Prints an AMIDST model
ramidst: ramidst: A package for accessing inference and concept drift...
save_dynamic_amidst_bn: Saves an AMIDST dynamic BN to a fle
See all...

All man pages Function index File listing

Man pages

amidst_data_stream: Creates an AMIDST data stream from an arff file
amidst_ds_iterator: Creates an iterator over an AMIDST data stream
dbn_generator: Generates a random dynamic Bayesian network
dynamic_importance_sampling: Runs belief update from a piece of dynamic evidence over a...
generate_stream_from_dbn: Generates a stream from a DBN. The DBN is assumed to be a...
generate_stream_of_sequences: Generates a stream where each item is a full sequence from...
importance_sampling_from_stream: Runs Importance sampling evidence updating from an AMIDST...
load_amidst_bn: Loads an AMIDST BN from a fle
load_dynamic_amidst_bn: Loads an AMIDST dynamic BN from a fle
load_dynamic_sequence: Loads an AMIDST dynamic data sequence from a fle
map_inference_from_stream: Runs MAP inference from an AMIDST data stream
mpe_inference_from_stream: Runs MPE inference from an AMIDST data stream
nb_concept_drift_detector_from_stream: Naive Bayes concept drift detector from an AMIDST data stream
print_amidst_bn: Prints an AMIDST model
ramidst: ramidst: A package for accessing inference and concept drift...
save_dynamic_amidst_bn: Saves an AMIDST dynamic BN to a fle

Functions

amidst_data_stream Man page Source code
amidst_ds_iterator Man page Source code
dbn_generator Man page Source code
dynamic_importance_sampling Man page Source code
generate_stream_from_dbn Man page Source code
generate_stream_of_sequences Man page Source code
importance_sampling_from_stream Man page Source code
load_amidst_bn Man page Source code
load_dynamic_amidst_bn Man page Source code
load_dynamic_sequence Man page Source code
map_inference_from_stream Man page Source code
mpe_inference_from_stream Man page Source code
nb_concept_drift_detector_from_stream Man page Source code
onLoad Source code
print_amidst_bn Man page Source code
ramidst Man page
ramidst-package Man page
save_dynamic_amidst_bn Man page Source code

Files

inst
inst/java
inst/java/AMIDST-kernel-reduced-0.6.0.jar
inst/extdata
inst/extdata/WasteIncineratorSample.arff
inst/extdata/WasteIncinerator.bn
inst/extdata/sea.arff
NAMESPACE
NEWS
R
R/concept_drift.R
R/io.R
R/static_inference.R
R/tools.R
R/ramidst.R
R/streams.R
R/dynamic_inference.R
MD5
java
java/README
DESCRIPTION
man
man/amidst_ds_iterator.Rd
man/ramidst.Rd
man/generate_stream_of_sequences.Rd
man/nb_concept_drift_detector_from_stream.Rd
man/amidst_data_stream.Rd
man/generate_stream_from_dbn.Rd
man/mpe_inference_from_stream.Rd
man/dynamic_importance_sampling.Rd
man/save_dynamic_amidst_bn.Rd
man/load_amidst_bn.Rd
man/importance_sampling_from_stream.Rd
man/dbn_generator.Rd
man/load_dynamic_sequence.Rd
man/print_amidst_bn.Rd
man/load_dynamic_amidst_bn.Rd
man/map_inference_from_stream.Rd
ramidst documentation built on May 20, 2017, 3:15 a.m.