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stream
View on CRAN: Click
here
Download and install stream package within the R console
Install from CRAN:
install.packages("stream")
Install from Github:
library("remotes")
install_github("cran/stream")
Install by package version:
library("remotes")
install_version("stream", "2.0-2")
Attach the package and use:
library("stream")
Maintained by
Michael Hahsler
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-03-06
Latest Update: 2023-02-28
Description:
A framework for data stream modeling and associated data mining tasks such as clustering and classification. The development of this package was supported in part by NSF IIS-0948893, NSF CMMI 1728612, and NIH R21HG005912. Hahsler et al (2017) <doi:10.18637/jss.v076.i14>.
How to cite:
Michael Hahsler (2013). stream: Infrastructure for Data Stream Mining. R package version 2.0-2, https://cran.r-project.org/web/packages/stream
Previous versions and publish date:
0.1-0 (2013-03-06 17:19), 0.1-1 (2013-08-19 08:10), 0.2-0 (2014-02-22 07:49), 1.0-0 (2014-05-24 19:27), 1.0-1 (2014-06-13 01:07), 1.0-2 (2014-06-17 00:19), 1.0-3 (2014-07-14 23:38), 1.1-0 (2014-12-19 01:51), 1.1-1 (2015-01-16 06:43), 1.1-2 (2015-05-22 07:24), 1.1-3 (2015-05-23 17:01), 1.1-4 (2015-05-24 21:23), 1.1-5 (2015-07-02 13:42), 1.2-0 (2015-09-07 08:46), 1.2-1 (2015-09-09 09:17), 1.2-2 (2015-10-28 19:41), 1.2-3 (2016-08-08 00:46), 1.2-4 (2017-02-26 16:24), 1.3-0 (2018-06-02 07:07), 1.3-1 (2019-06-08 06:50), 1.3-2 (2020-05-04 19:10), 1.4-0 (2020-12-02 09:00), 1.5-0 (2021-09-07 19:40), 1.5-1 (2022-05-10 00:00), 2.0-0 (2022-09-03 01:00), 2.0-1 (2023-02-28 22:00)
Other packages that cited stream R package
View stream citation profile
Other R packages that stream depends,
imports, suggests or enhances
Functions, R codes and Examples using
the stream R package
Some associated functions: DSAggregate . DSAggregate_Sample . DSAggregate_Window . DSC . DSC_BICO . DSC_BIRCH . DSC_DBSCAN . DSC_DBSTREAM . DSC_DStream . DSC_EA . DSC_Hierarchical . DSC_Kmeans . DSC_Macro . DSC_Micro . DSC_R . DSC_Reachability . DSC_Sample . DSC_SlidingWindow . DSC_Static . DSC_TwoStage . DSC_Window . DSC_evoStream . DSClassifier . DSClassifier_SlidingWindow . DSD . DSD_BarsAndGaussians . DSD_Benchmark . DSD_Cubes . DSD_Gaussians . DSD_MG . DSD_Memory . DSD_Mixture . DSD_NULL . DSD_ReadDB . DSD_ReadStream . DSD_ScaleStream . DSD_Target . DSD_UniformNoise . DSD_mlbenchData . DSD_mlbenchGenerator . DSF . DSFP . DSF_Convolve . DSF_Downsample . DSF_ExponentialMA . DSF_Func . DSF_Scale . DSF_dplyr . DSOutlier . DSRegressor . DSRegressor_SlidingWindow . DST . DST_Multi . DST_SlidingWindow . DST_WriteStream . MGC . agreement . animate_cluster . animate_data . close_stream . evaluate.DSC . evaluate . get_assignment . get_points . plot.DSC . plot.DSD . predict . prune_clusters . read_saveDSC . recluster . reset_stream . stream-package . stream_pipeline . update . write_stream .
Some associated R codes: AAA.R . AAA_stream-package.R . DSAggregate.R . DSAggregate_Sample.R . DSAggregate_Window.R . DSC.R . DSC_BICO.R . DSC_BIRCH.R . DSC_DBSCAN.R . DSC_DBSTREAM.R . DSC_DStream.R . DSC_EA.R . DSC_Hierarchical.R . DSC_Kmeans.R . DSC_Macro.R . DSC_Micro.R . DSC_R.R . DSC_Reachability.R . DSC_Sample.R . DSC_SlidingWindow.R . DSC_Static.R . DSC_TwoStage.R . DSC_Window.R . DSC_evoStream.R . DSClassifier.R . DSClassifier_SlidingWindow.R . DSD.R . DSD_BarsAndGaussians.R . DSD_Benchmarks.R . DSD_Cubes.R . DSD_Gaussians.R . DSD_MG.R . DSD_Memory.R . DSD_Mixture.R . DSD_NULL.R . DSD_ReadDB.R . DSD_ReadStream.R . DSD_Target.R . DSD_UniformNoise.R . DSD_mlbenchData.R . DSD_mlbenchGenerator.R . DSF.R . DSFP.R . DSF_Convolve.R . DSF_Downsample.R . DSF_ExponentialMA.R . DSF_Func.R . DSF_Scale.R . DSF_dplyr.R . DSOutlier.R . DSRegressor.R . DSRegressor_SlidingWindow.R . DST.R . DST_Multi.R . DST_Runner.R . DST_SlidingWindow.R . DST_WriteStream.R . MGC.R . MGC_Function.R . MGC_Linear.R . MGC_Noise.R . MGC_Random.R . MGC_Shape.R . MGC_Static.R . RcppExports.R . agreement.R . animate_cluster.R . animate_data.R . ellipse.R . empty_df.R . evaluate.DSC.R . evaluate.R . get_assignment.R . get_type.R . kmeansW.R . map.R . plot.DSC.R . plot.DSD.R . predict.R . prune_clusters.R . recluster.R . save.R . update.R . write_stream.R . zzz.R . Full stream package functions and examples
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