CEC: Cross-Entropy Clustering

Cross-Entropy Clustering (CEC) divides the data into Gaussian type clusters. It performs the automatic reduction of unnecessary clusters, while at the same time allows the simultaneous use of various type Gaussian mixture models.

AuthorKonrad Kamieniecki [aut, cre], Przemyslaw Spurek [ctb]
Date of publication2016-04-24 16:40:14
MaintainerKonrad Kamieniecki <konrad.kamieniecki@uj.edu.pl>
LicenseGPL-3
Version0.9.4
https://github.com/azureblue/cec

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Files in this package

CEC
CEC/inst
CEC/inst/cec_tests
CEC/inst/cec_tests/centers43d.data
CEC/inst/cec_tests/mouse3d.data
CEC/inst/cec_tests/centers2.data
CEC/inst/cec_tests/centers3d.data
CEC/inst/cec_tests/clustering.test.R
CEC/inst/cec_tests/cec1.dp
CEC/inst/cec_tests/energy.calculation.test.ball1.R
CEC/inst/cec_tests/energy.calculation.test.mouseset1.R
CEC/inst/cec_tests/energy.calculation.test.mouseset3d.R
CEC/inst/cec_tests/ball1.data
CEC/inst/cec_tests/mouse1.data
CEC/inst/cec_tests/centers1.data
CEC/inst/cec_tests/covariance.calculation.test.R
CEC/tests
CEC/tests/run.cec.tests.R
CEC/src
CEC/src/cec.h
CEC/src/matrix.c
CEC/src/Makevars
CEC/src/rand.h
CEC/src/errors.h
CEC/src/cec_r.h
CEC/src/rand.c
CEC/src/cec_context.h
CEC/src/array.h
CEC/src/cec_r.c
CEC/src/centers_init_r.h
CEC/src/cec_r_utils.h
CEC/src/alloc.h
CEC/src/checked_allocator.h
CEC/src/cov_utils.c
CEC/src/energy.h
CEC/src/alloc.c
CEC/src/errors.c
CEC/src/model.h
CEC/src/cross_entropy_context.c
CEC/src/cec_r_utils.c
CEC/src/cec_context.c
CEC/src/model.c
CEC/src/cov_utils.h
CEC/src/centers_init_r.c
CEC/src/kmeanspp.c
CEC/src/cec.c
CEC/src/array.c
CEC/src/kmeanspp.h
CEC/src/cross_entropy_context.h
CEC/src/energy.c
CEC/src/matrix.h
CEC/NAMESPACE
CEC/NEWS.md
CEC/data
CEC/data/Tset.rda
CEC/data/mixShapes.rda
CEC/data/fourGaussians.rda
CEC/R
CEC/R/utils.R CEC/R/model.covariance.R CEC/R/plot.cec.R CEC/R/ellipse.R CEC/R/cec.R CEC/R/cec.params.R CEC/R/cec.plot.cost.function.R CEC/R/print.cec.R CEC/R/init.centers.R CEC/R/tests.R
CEC/README.md
CEC/MD5
CEC/DESCRIPTION
CEC/man
CEC/man/init.centers.Rd CEC/man/Tset.Rd CEC/man/print.cec.Rd CEC/man/mouseset.Rd CEC/man/cec.Rd CEC/man/mixShapes.Rd CEC/man/cec.plot.cost.function.Rd CEC/man/run.cec.tests.Rd CEC/man/fourGaussians.Rd CEC/man/CEC-package.Rd CEC/man/ball.Rd CEC/man/plot.cec.Rd

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