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

Offers a link to some of the functionality of the AMIDST toolbox <http://www.amidsttoolbox.com> for handling data streams. More precisely, the package provides inference and concept drift detection using hybrid Bayesian networks.

Author
Antonio Salmeron, Dario Ramos-Lopez, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen, Andres Masegosa, Ana M. Martinez, Rafael Cabanas
Date of publication
2016-10-21 14:09:43
Maintainer
Antonio Salmeron <antonio.salmeron@ual.es>
License
Apache License 2.0
Version
0.1.0

View on CRAN

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

Files in this package

ramidst
ramidst/inst
ramidst/inst/java
ramidst/inst/java/AMIDST-kernel-reduced-0.6.0.jar
ramidst/inst/extdata
ramidst/inst/extdata/WasteIncineratorSample.arff
ramidst/inst/extdata/WasteIncinerator.bn
ramidst/inst/extdata/sea.arff
ramidst/NAMESPACE
ramidst/NEWS
ramidst/R
ramidst/R/concept_drift.R
ramidst/R/io.R
ramidst/R/static_inference.R
ramidst/R/tools.R
ramidst/R/ramidst.R
ramidst/R/streams.R
ramidst/R/dynamic_inference.R
ramidst/MD5
ramidst/java
ramidst/java/README
ramidst/DESCRIPTION
ramidst/man
ramidst/man/amidst_ds_iterator.Rd
ramidst/man/ramidst.Rd
ramidst/man/generate_stream_of_sequences.Rd
ramidst/man/nb_concept_drift_detector_from_stream.Rd
ramidst/man/amidst_data_stream.Rd
ramidst/man/generate_stream_from_dbn.Rd
ramidst/man/mpe_inference_from_stream.Rd
ramidst/man/dynamic_importance_sampling.Rd
ramidst/man/save_dynamic_amidst_bn.Rd
ramidst/man/load_amidst_bn.Rd
ramidst/man/importance_sampling_from_stream.Rd
ramidst/man/dbn_generator.Rd
ramidst/man/load_dynamic_sequence.Rd
ramidst/man/print_amidst_bn.Rd
ramidst/man/load_dynamic_amidst_bn.Rd
ramidst/man/map_inference_from_stream.Rd