Session Info
All examples presented in this book are reproducible. Parts of the source codes are available in the book and fully reproducible code is available at https://pbiecek.github.io/ema/.
Possible differences may be caused by other versions of the installed packages. Results in this version of the book are obtained with the following versions of the packages.
## R version 4.0.2 (2020-06-22)
## Platform: x86_64-apple-darwin17.0 (64-bit)
## Running under: macOS Catalina 10.15.3
##
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRblas.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRlapack.dylib
##
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
##
## attached base packages:
## [1] grid stats graphics grDevices utils datasets methods
## [8] base
##
## other attached packages:
## [1] ranger_0.12.1 GGally_2.0.0 tidyr_1.1.0
## [4] scales_1.1.1 tree_1.0-40 gridExtra_2.3
## [7] dplyr_1.0.0 ingredients_1.3.1 gower_0.2.2
## [10] glmnet_4.0-2 Matrix_1.2-18 iml_0.10.0
## [13] localModel_0.5 lime_0.5.1 iBreakDown_1.3.1
## [16] e1071_1.7-3 gbm_2.1.5 randomForest_4.6-14
## [19] rms_6.0-0 SparseM_1.78 Hmisc_4.4-0
## [22] Formula_1.2-3 survival_3.2-3 lattice_0.20-41
## [25] forcats_0.5.0 patchwork_1.0.1 ggmosaic_0.3.0
## [28] ggplot2_3.3.2 kableExtra_1.1.0 knitr_1.29
## [31] DALEX_1.3.1
##
## loaded via a namespace (and not attached):
## [1] TH.data_1.0-10 colorspace_1.4-1 ellipsis_0.3.1
## [4] class_7.3-17 htmlTable_2.0.1 base64enc_0.1-3
## [7] rstudioapi_0.11 farver_2.0.3 MatrixModels_0.4-1
## [10] bit64_0.9-7 mvtnorm_1.1-1 lubridate_1.7.9
## [13] xml2_1.3.2 codetools_0.2-16 splines_4.0.2
## [16] libcoin_1.0-5 shinythemes_1.1.2 jsonlite_1.7.0
## [19] Metrics_0.1.4 cluster_2.1.0 png_0.1-7
## [22] shiny_1.5.0 readr_1.3.1 compiler_4.0.2
## [25] httr_1.4.1 productplots_0.1.1 backports_1.1.8
## [28] fastmap_1.0.1 assertthat_0.2.1 lazyeval_0.2.2
## [31] later_1.1.0.1 acepack_1.4.1 htmltools_0.5.0
## [34] quantreg_5.55 tools_4.0.2 partykit_1.2-9
## [37] gtable_0.3.0 glue_1.4.1 Rcpp_1.0.5
## [40] vctrs_0.3.2 nlme_3.1-148 iterators_1.0.12
## [43] inum_1.0-1 xfun_0.15 stringr_1.4.0
## [46] rvest_0.3.5 mime_0.9 lifecycle_0.2.0
## [49] polspline_1.1.19 MASS_7.3-51.6 zoo_1.8-8
## [52] promises_1.1.1 hms_0.5.3 flock_0.7
## [55] sandwich_2.5-1 RColorBrewer_1.1-2 yaml_2.2.1
## [58] memoise_1.1.0 reticulate_1.16 rpart_4.1-15
## [61] reshape_0.8.8 latticeExtra_0.6-29 stringi_1.4.6
## [64] RSQLite_2.2.0 highr_0.8 archivist_2.3.4
## [67] foreach_1.5.0 checkmate_2.0.0 shape_1.4.4
## [70] rlang_0.4.7 pkgconfig_2.0.3 bitops_1.0-6
## [73] evaluate_0.14 prediction_0.3.14 purrr_0.3.4
## [76] htmlwidgets_1.5.1 labeling_0.3 bit_1.1-15.2
## [79] tidyselect_1.1.0 plyr_1.8.6 magrittr_1.5
## [82] bookdown_0.20 R6_2.4.1 generics_0.0.2
## [85] multcomp_1.4-13 DBI_1.1.0 pillar_1.4.6
## [88] foreign_0.8-80 withr_2.2.0 mgcv_1.8-31
## [91] RCurl_1.98-1.2 nnet_7.3-14 tibble_3.0.3
## [94] crayon_1.3.4 plotly_4.9.2.1 rmarkdown_2.3
## [97] jpeg_0.1-8.1 data.table_1.12.8 blob_1.2.1
## [100] digest_0.6.25 webshot_0.5.2 xtable_1.8-4
## [103] httpuv_1.5.4 munsell_0.5.0 viridisLite_0.3.0