Back to Multiple platform build/check report for BioC 3.23:   simplified   long
ABCDEF[G]HIJKLMNOPQRSTUVWXYZ

This page was generated on 2025-12-22 11:35 -0500 (Mon, 22 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2025-10-20 r88955) -- "Unsuffered Consequences" 4878
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences" 4593
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 915/2332HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
graper 1.27.0  (landing page)
Britta Velten
Snapshot Date: 2025-12-21 13:40 -0500 (Sun, 21 Dec 2025)
git_url: https://git.bioconductor.org/packages/graper
git_branch: devel
git_last_commit: 95474d7
git_last_commit_date: 2025-10-29 10:49:21 -0500 (Wed, 29 Oct 2025)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published


CHECK results for graper on kjohnson3

To the developers/maintainers of the graper package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/graper.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: graper
Version: 1.27.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
StartedAt: 2025-12-21 20:04:29 -0500 (Sun, 21 Dec 2025)
EndedAt: 2025-12-21 20:05:01 -0500 (Sun, 21 Dec 2025)
EllapsedTime: 32.4 seconds
RetCode: 0
Status:   OK  
CheckDir: graper.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:graper.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings graper_1.27.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck’
* using R Under development (unstable) (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘graper/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘graper’ version ‘1.27.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘graper’ can be installed ... OK
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... NOTE
checkRd: (-1) predict.graper.Rd:19-21: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:22: Lost braces in \itemize; meant \describe ?
checkRd: (-1) predict.graper.Rd:23-24: Lost braces in \itemize; meant \describe ?
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... INFO
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.23-bioc/meat/graper.Rcheck/00check.log’
for details.


Installation output

graper.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL graper
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library’
* installing *source* package ‘graper’ ...
** this is package ‘graper’ version ‘1.27.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.1.0.2.5)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/RcppArmadillo/include' -I'/Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/BH/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c fit_graper.cpp -o fit_graper.o
clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o graper.so RcppExports.o fit_graper.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.6-arm64/Resources/library/00LOCK-graper/00new/graper/libs
** R
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (graper)

Tests output

graper.Rcheck/tests/testthat.Rout


R Under development (unstable) (2025-11-04 r88984) -- "Unsuffered Consequences"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(graper)
> 
> test_check("graper")
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-840.19
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-590.044
ELB improved by 250.146

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-531.021
ELB improved by 59.023

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.152
ELB improved by 48.8692

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-453.376
ELB improved by 28.7754

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.395
ELB improved by 12.9817

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.28
ELB improved by 7.11492

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.606
ELB improved by 5.67353

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.248
ELB improved by 5.35873

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.894
ELB improved by 5.35379

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.65
ELB improved by 5.24377

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.895
ELB improved by 4.75517

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.035
ELB improved by 3.85995

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.226
ELB improved by 2.8093

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.326
ELB improved by 1.89969

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.071
ELB improved by 1.25523

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.219
ELB improved by 0.851323

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.606
ELB improved by 0.612913

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.135
ELB improved by 0.471897

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.75
ELB improved by 0.38413

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.425
ELB improved by 0.325381

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.142
ELB improved by 0.28314

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.891
ELB improved by 0.251068

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.665
ELB improved by 0.226068

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.458
ELB improved by 0.206683

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.266
ELB improved by 0.192175

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.084
ELB improved by 0.182141

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.907
ELB improved by 0.176469

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.732
ELB improved by 0.175448

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.552
ELB improved by 0.179911

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.361
ELB improved by 0.191338

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.149
ELB improved by 0.211622

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.907
ELB improved by 0.241838

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.628
ELB improved by 0.279196

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.314
ELB improved by 0.313901

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.98
ELB improved by 0.333599

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.644
ELB improved by 0.336473

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.312
ELB improved by 0.332063

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.984
ELB improved by 0.328273

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.656
ELB improved by 0.327638

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.325
ELB improved by 0.331124

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.985
ELB improved by 0.340226

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.627
ELB improved by 0.357516

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.24
ELB improved by 0.387517

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.801
ELB improved by 0.438174

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.283
ELB improved by 0.518571

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.668
ELB improved by 0.615041

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.011
ELB improved by 0.656617

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-385.413
ELB improved by 0.59821

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.917
ELB improved by 0.496283

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.516
ELB improved by 0.400651

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-384.195
ELB improved by 0.321366

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.938
ELB improved by 0.256868

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.733
ELB improved by 0.204786

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.57
ELB improved by 0.163177

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.44
ELB improved by 0.130294

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.335
ELB improved by 0.1045

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.251
ELB improved by 0.0843168

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.182
ELB improved by 0.0684942

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.126
ELB improved by 0.0560319

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.08
ELB improved by 0.0461587

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.042
ELB improved by 0.0382897

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-383.01
ELB improved by 0.031981

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.983
ELB improved by 0.0268927

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.96
ELB improved by 0.0227618

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.941
ELB improved by 0.019384

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.924
ELB improved by 0.016601

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.91
ELB improved by 0.0142908

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.898
ELB improved by 0.0123599

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.887
ELB improved by 0.0107371

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-382.877
ELB improved by 0.00936738

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-859.245
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-583.653
ELB improved by 275.592

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-523.787
ELB improved by 59.8658

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-482.146
ELB improved by 41.6406

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-464.764
ELB improved by 17.382

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-458.168
ELB improved by 6.5965

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-454.547
ELB improved by 3.62131

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-451.802
ELB improved by 2.74471

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-449.391
ELB improved by 2.41113

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.166
ELB improved by 2.22515

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.091
ELB improved by 2.07496

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-443.171
ELB improved by 1.91976

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.424
ELB improved by 1.74698

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-439.866
ELB improved by 1.55814

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.504
ELB improved by 1.3617

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-437.336
ELB improved by 1.1678

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-436.35
ELB improved by 0.985898

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.526
ELB improved by 0.824702

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.838
ELB improved by 0.687859

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-434.269
ELB improved by 0.568691

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.811
ELB improved by 0.458347

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.452
ELB improved by 0.358626

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.174
ELB improved by 0.277887

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.954
ELB improved by 0.219817

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.773
ELB improved by 0.18153

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.615
ELB improved by 0.157482

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.473
ELB improved by 0.14259

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.34
ELB improved by 0.133239

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.212
ELB improved by 0.127161

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-432.089
ELB improved by 0.123014

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.969
ELB improved by 0.120022

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.852
ELB improved by 0.117735

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.736
ELB improved by 0.115893

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.621
ELB improved by 0.114355

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.508
ELB improved by 0.113057

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.396
ELB improved by 0.111993

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.285
ELB improved by 0.11121

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.174
ELB improved by 0.110803

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.063
ELB improved by 0.110916

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.952
ELB improved by 0.111737

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.838
ELB improved by 0.113486

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.722
ELB improved by 0.116379

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.601
ELB improved by 0.120557

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.475
ELB improved by 0.125957

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.343
ELB improved by 0.132182

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.205
ELB improved by 0.138501

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.06
ELB improved by 0.144096

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.912
ELB improved by 0.148507

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.76
ELB improved by 0.151886

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.605
ELB improved by 0.154865

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.447
ELB improved by 0.158229

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.284
ELB improved by 0.162694

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-429.115
ELB improved by 0.168832

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.938
ELB improved by 0.177036

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.751
ELB improved by 0.18741

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.551
ELB improved by 0.199613

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.339
ELB improved by 0.212892

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.112
ELB improved by 0.226693

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.87
ELB improved by 0.241866

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.608
ELB improved by 0.261592

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.317
ELB improved by 0.291388

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.978
ELB improved by 0.338544

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.567
ELB improved by 0.411136

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-426.048
ELB improved by 0.519225

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.356
ELB improved by 0.691811

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.354
ELB improved by 1.00233

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.901
ELB improved by 1.45329

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.089
ELB improved by 1.81204

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.91
ELB improved by 2.17849

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.554
ELB improved by 2.35593

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.567
ELB improved by 1.98669

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.005
ELB improved by 1.5621

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.844
ELB improved by 1.16115

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.083
ELB improved by 0.761582

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.615
ELB improved by 0.46728

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.319
ELB improved by 0.296776

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.114
ELB improved by 0.204342

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.956
ELB improved by 0.158358

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.814
ELB improved by 0.141617

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.672
ELB improved by 0.142344

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.526
ELB improved by 0.145715

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.391
ELB improved by 0.134906

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.285
ELB improved by 0.106487

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.211
ELB improved by 0.0735532

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.163
ELB improved by 0.0479169

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.132
ELB improved by 0.0317715

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.109
ELB improved by 0.02248

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.092
ELB improved by 0.0171706

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.078
ELB improved by 0.0139949

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.066
ELB improved by 0.011952

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.055
ELB improved by 0.0105302

iteration 92
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.046
ELB improved by 0.00946863

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-866.866
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-556.48
ELB improved by 310.385

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-496.505
ELB improved by 59.9752

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-461.005
ELB improved by 35.4994

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-447.075
ELB improved by 13.9303

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-441.43
ELB improved by 5.64488

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-438.11
ELB improved by 3.31998

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.729
ELB improved by 2.38141

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-433.758
ELB improved by 1.97108

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.996
ELB improved by 1.76137

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-430.366
ELB improved by 1.63036

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-428.83
ELB improved by 1.53581

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.367
ELB improved by 1.46374

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-425.956
ELB improved by 1.41019

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-424.583
ELB improved by 1.37294

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-423.236
ELB improved by 1.34723

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-421.913
ELB improved by 1.32365

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-420.623
ELB improved by 1.28905

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-419.393
ELB improved by 1.23073

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-418.251
ELB improved by 1.14224

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.224
ELB improved by 1.02698

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-416.327
ELB improved by 0.89615

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-415.564
ELB improved by 0.763441

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.921
ELB improved by 0.642846

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.373
ELB improved by 0.548021

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.889
ELB improved by 0.484097

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.448
ELB improved by 0.441408

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-413.043
ELB improved by 0.404247

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.68
ELB improved by 0.363763

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.357
ELB improved by 0.322161

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-412.069
ELB improved by 0.288511

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.799
ELB improved by 0.2698

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.532
ELB improved by 0.266938

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.254
ELB improved by 0.277679

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.955
ELB improved by 0.299879

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.622
ELB improved by 0.332635

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-410.246
ELB improved by 0.376245

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.814
ELB improved by 0.431854

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.313
ELB improved by 0.500999

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.728
ELB improved by 0.584908

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.045
ELB improved by 0.683273

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.252
ELB improved by 0.792248

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.35
ELB improved by 0.902053

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.354
ELB improved by 0.99644

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.295
ELB improved by 1.05849

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.211
ELB improved by 1.08435

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.115
ELB improved by 1.09628

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.987
ELB improved by 1.12811

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.853
ELB improved by 1.13328

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.878
ELB improved by 0.975619

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.165
ELB improved by 0.713141

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.674
ELB improved by 0.491154

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.333
ELB improved by 0.340252

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.09
ELB improved by 0.243343

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.908
ELB improved by 0.181875

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.764
ELB improved by 0.143545

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.643
ELB improved by 0.121732

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.529
ELB improved by 0.113721

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.411
ELB improved by 0.117999

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.282
ELB improved by 0.129008

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.148
ELB improved by 0.133859

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.025
ELB improved by 0.122675

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.927
ELB improved by 0.0989693

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.855
ELB improved by 0.0716381

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.807
ELB improved by 0.0477985

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.776
ELB improved by 0.0310268

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.755
ELB improved by 0.0208907

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.74
ELB improved by 0.015138

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.728
ELB improved by 0.0118055

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.718
ELB improved by 0.00973163

ELB converged
iteration 1
Updating parameters of variational distributions...
Calculating ELB..
ELB=-849.435
ELB improved by inf

iteration 2
Updating parameters of variational distributions...
Calculating ELB..
ELB=-574.754
ELB improved by 274.681

iteration 3
Updating parameters of variational distributions...
Calculating ELB..
ELB=-515.642
ELB improved by 59.1125

iteration 4
Updating parameters of variational distributions...
Calculating ELB..
ELB=-475.594
ELB improved by 40.0474

iteration 5
Updating parameters of variational distributions...
Calculating ELB..
ELB=-455.313
ELB improved by 20.2813

iteration 6
Updating parameters of variational distributions...
Calculating ELB..
ELB=-445.796
ELB improved by 9.51718

iteration 7
Updating parameters of variational distributions...
Calculating ELB..
ELB=-440.31
ELB improved by 5.48564

iteration 8
Updating parameters of variational distributions...
Calculating ELB..
ELB=-435.975
ELB improved by 4.3354

iteration 9
Updating parameters of variational distributions...
Calculating ELB..
ELB=-431.695
ELB improved by 4.28007

iteration 10
Updating parameters of variational distributions...
Calculating ELB..
ELB=-427.132
ELB improved by 4.5627

iteration 11
Updating parameters of variational distributions...
Calculating ELB..
ELB=-422.376
ELB improved by 4.75603

iteration 12
Updating parameters of variational distributions...
Calculating ELB..
ELB=-417.901
ELB improved by 4.47467

iteration 13
Updating parameters of variational distributions...
Calculating ELB..
ELB=-414.25
ELB improved by 3.65147

iteration 14
Updating parameters of variational distributions...
Calculating ELB..
ELB=-411.591
ELB improved by 2.65874

iteration 15
Updating parameters of variational distributions...
Calculating ELB..
ELB=-409.745
ELB improved by 1.8458

iteration 16
Updating parameters of variational distributions...
Calculating ELB..
ELB=-408.473
ELB improved by 1.27218

iteration 17
Updating parameters of variational distributions...
Calculating ELB..
ELB=-407.578
ELB improved by 0.895332

iteration 18
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.896
ELB improved by 0.681489

iteration 19
Updating parameters of variational distributions...
Calculating ELB..
ELB=-406.324
ELB improved by 0.571672

iteration 20
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.812
ELB improved by 0.512366

iteration 21
Updating parameters of variational distributions...
Calculating ELB..
ELB=-405.336
ELB improved by 0.475827

iteration 22
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.886
ELB improved by 0.449972

iteration 23
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.457
ELB improved by 0.429531

iteration 24
Updating parameters of variational distributions...
Calculating ELB..
ELB=-404.045
ELB improved by 0.412198

iteration 25
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.648
ELB improved by 0.396997

iteration 26
Updating parameters of variational distributions...
Calculating ELB..
ELB=-403.264
ELB improved by 0.383509

iteration 27
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.893
ELB improved by 0.371483

iteration 28
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.532
ELB improved by 0.360663

iteration 29
Updating parameters of variational distributions...
Calculating ELB..
ELB=-402.181
ELB improved by 0.350737

iteration 30
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.84
ELB improved by 0.341353

iteration 31
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.508
ELB improved by 0.332174

iteration 32
Updating parameters of variational distributions...
Calculating ELB..
ELB=-401.185
ELB improved by 0.322933

iteration 33
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.871
ELB improved by 0.313496

iteration 34
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.567
ELB improved by 0.303922

iteration 35
Updating parameters of variational distributions...
Calculating ELB..
ELB=-400.273
ELB improved by 0.29452

iteration 36
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.987
ELB improved by 0.285933

iteration 37
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.708
ELB improved by 0.279274

iteration 38
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.431
ELB improved by 0.276374

iteration 39
Updating parameters of variational distributions...
Calculating ELB..
ELB=-399.151
ELB improved by 0.280101

iteration 40
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.857
ELB improved by 0.294238

iteration 41
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.536
ELB improved by 0.320953

iteration 42
Updating parameters of variational distributions...
Calculating ELB..
ELB=-398.183
ELB improved by 0.353155

iteration 43
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.813
ELB improved by 0.369646

iteration 44
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.459
ELB improved by 0.353717

iteration 45
Updating parameters of variational distributions...
Calculating ELB..
ELB=-397.146
ELB improved by 0.313122

iteration 46
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.882
ELB improved by 0.264326

iteration 47
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.664
ELB improved by 0.217502

iteration 48
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.486
ELB improved by 0.178769

iteration 49
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.334
ELB improved by 0.151472

iteration 50
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.198
ELB improved by 0.136475

iteration 51
Updating parameters of variational distributions...
Calculating ELB..
ELB=-396.063
ELB improved by 0.13445

iteration 52
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.916
ELB improved by 0.147742

iteration 53
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.736
ELB improved by 0.179243

iteration 54
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.511
ELB improved by 0.225709

iteration 55
Updating parameters of variational distributions...
Calculating ELB..
ELB=-395.237
ELB improved by 0.274023

iteration 56
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.912
ELB improved by 0.324681

iteration 57
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.516
ELB improved by 0.396074

iteration 58
Updating parameters of variational distributions...
Calculating ELB..
ELB=-394.072
ELB improved by 0.44415

iteration 59
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.671
ELB improved by 0.400984

iteration 60
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.356
ELB improved by 0.314299

iteration 61
Updating parameters of variational distributions...
Calculating ELB..
ELB=-393.11
ELB improved by 0.246597

iteration 62
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.896
ELB improved by 0.213743

iteration 63
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.687
ELB improved by 0.209518

iteration 64
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.458
ELB improved by 0.228253

iteration 65
Updating parameters of variational distributions...
Calculating ELB..
ELB=-392.193
ELB improved by 0.26502

iteration 66
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.886
ELB improved by 0.307036

iteration 67
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.544
ELB improved by 0.342123

iteration 68
Updating parameters of variational distributions...
Calculating ELB..
ELB=-391.156
ELB improved by 0.388084

iteration 69
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.691
ELB improved by 0.465503

iteration 70
Updating parameters of variational distributions...
Calculating ELB..
ELB=-390.192
ELB improved by 0.498069

iteration 71
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.797
ELB improved by 0.395

iteration 72
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.556
ELB improved by 0.241446

iteration 73
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.414
ELB improved by 0.141704

iteration 74
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.318
ELB improved by 0.0962657

iteration 75
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.239
ELB improved by 0.079248

iteration 76
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.163
ELB improved by 0.0760529

iteration 77
Updating parameters of variational distributions...
Calculating ELB..
ELB=-389.082
ELB improved by 0.0807707

iteration 78
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.991
ELB improved by 0.0913526

iteration 79
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.882
ELB improved by 0.108311

iteration 80
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.746
ELB improved by 0.135982

iteration 81
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.562
ELB improved by 0.184678

iteration 82
Updating parameters of variational distributions...
Calculating ELB..
ELB=-388.293
ELB improved by 0.268508

iteration 83
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.917
ELB improved by 0.376596

iteration 84
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.499
ELB improved by 0.417349

iteration 85
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.182
ELB improved by 0.317481

iteration 86
Updating parameters of variational distributions...
Calculating ELB..
ELB=-387.006
ELB improved by 0.17538

iteration 87
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.924
ELB improved by 0.0823068

iteration 88
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.887
ELB improved by 0.0372477

iteration 89
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.869
ELB improved by 0.0179314

iteration 90
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.859
ELB improved by 0.0100171

iteration 91
Updating parameters of variational distributions...
Calculating ELB..
ELB=-386.852
ELB improved by 0.00675468

ELB converged
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 24 ]
> 
> proc.time()
   user  system elapsed 
  1.047   0.090   1.155 

Example timings

graper.Rcheck/graper-Ex.timings

nameusersystemelapsed
coef.graper0.0130.0060.019
getPIPs0.0110.0050.017
graper0.0180.0090.032
makeExampleData0.0020.0000.002
makeExampleDataWithUnequalGroups0.0020.0000.002
plotELBO0.1130.0080.122
plotGroupPenalties0.3560.0070.375
plotPosterior0.3110.0140.333
predict.graper0.2190.0330.264
print.graper0.0120.0040.016