Introduction

miaTime implements tools for time series manipulation based on the TreeSummarizedExperiment data container.

Installation

Installing the latest development version in R.

library(devtools)
devtools::install_github("microbiome/miaTime")

Loading the package:

See articles for more detailed example workflows.

Session info

## R version 4.2.1 (2022-06-23)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 20.04.5 LTS
## 
## Matrix products: default
## BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
## LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/liblapack.so.3
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
## [1] miaTime_0.1.15   BiocStyle_2.25.0
## 
## loaded via a namespace (and not attached):
##   [1] circlize_0.4.15                systemfonts_1.0.4             
##   [3] plyr_1.8.7                     lazyeval_0.2.2                
##   [5] splines_4.2.1                  BiocParallel_1.31.13          
##   [7] GenomeInfoDb_1.33.8            ggplot2_3.3.6                 
##   [9] scater_1.25.7                  sva_3.45.0                    
##  [11] digest_0.6.29                  foreach_1.5.2                 
##  [13] yulab.utils_0.0.5              htmltools_0.5.3               
##  [15] viridis_0.6.2                  fansi_1.0.3                   
##  [17] magrittr_2.0.3                 memoise_2.0.1                 
##  [19] ScaledMatrix_1.5.1             cluster_2.1.4                 
##  [21] doParallel_1.0.17              DECIPHER_2.25.3               
##  [23] openxlsx_4.2.5                 limma_3.53.10                 
##  [25] ComplexHeatmap_2.13.1          Biostrings_2.65.6             
##  [27] annotate_1.75.0                matrixStats_0.62.0            
##  [29] SEtools_1.11.1                 pkgdown_2.0.6                 
##  [31] colorspace_2.0-3               ggrepel_0.9.1                 
##  [33] blob_1.2.3                     textshaping_0.3.6             
##  [35] xfun_0.33                      dplyr_1.0.10                  
##  [37] crayon_1.5.2                   RCurl_1.98-1.9                
##  [39] jsonlite_1.8.2                 genefilter_1.79.0             
##  [41] survival_3.4-0                 iterators_1.0.14              
##  [43] ape_5.6-2                      glue_1.6.2                    
##  [45] registry_0.5-1                 gtable_0.3.1                  
##  [47] zlibbioc_1.43.0                XVector_0.37.1                
##  [49] GetoptLong_1.0.5               DelayedArray_0.23.2           
##  [51] V8_4.2.1                       BiocSingular_1.13.1           
##  [53] shape_1.4.6                    SingleCellExperiment_1.19.1   
##  [55] BiocGenerics_0.43.4            scales_1.2.1                  
##  [57] pheatmap_1.0.12                DBI_1.1.3                     
##  [59] edgeR_3.39.6                   randomcoloR_1.1.0.1           
##  [61] Rcpp_1.0.9                     viridisLite_0.4.1             
##  [63] xtable_1.8-4                   decontam_1.17.0               
##  [65] clue_0.3-61                    tidytree_0.4.1                
##  [67] rsvd_1.0.5                     bit_4.0.4                     
##  [69] stats4_4.2.1                   httr_1.4.4                    
##  [71] RColorBrewer_1.1-3             scuttle_1.7.4                 
##  [73] pkgconfig_2.0.3                XML_3.99-0.11                 
##  [75] sass_0.4.2                     locfit_1.5-9.6                
##  [77] utf8_1.2.2                     reshape2_1.4.4                
##  [79] tidyselect_1.2.0               rlang_1.0.6                   
##  [81] AnnotationDbi_1.59.1           munsell_0.5.0                 
##  [83] tools_4.2.1                    cachem_1.0.6                  
##  [85] cli_3.4.1                      DirichletMultinomial_1.39.0   
##  [87] generics_0.1.3                 RSQLite_2.2.18                
##  [89] mia_1.5.17                     evaluate_0.17                 
##  [91] stringr_1.4.1                  fastmap_1.1.0                 
##  [93] yaml_2.3.5                     ragg_1.2.3                    
##  [95] knitr_1.40                     bit64_4.0.5                   
##  [97] fs_1.5.2                       zip_2.2.1                     
##  [99] purrr_0.3.5                    KEGGREST_1.37.3               
## [101] sparseMatrixStats_1.9.0        nlme_3.1-159                  
## [103] compiler_4.2.1                 beeswarm_0.4.0                
## [105] curl_4.3.3                     png_0.1-7                     
## [107] treeio_1.21.2                  tibble_3.1.8                  
## [109] geneplotter_1.75.0             bslib_0.4.0                   
## [111] stringi_1.7.8                  desc_1.4.2                    
## [113] lattice_0.20-45                Matrix_1.5-1                  
## [115] sechm_1.5.1                    permute_0.9-7                 
## [117] vegan_2.6-5                    vctrs_0.4.2                   
## [119] pillar_1.8.1                   lifecycle_1.0.3               
## [121] BiocManager_1.30.18            jquerylib_0.1.4               
## [123] GlobalOptions_0.1.2            BiocNeighbors_1.15.1          
## [125] irlba_2.3.5.1                  data.table_1.14.2             
## [127] bitops_1.0-7                   seriation_1.3.6               
## [129] GenomicRanges_1.49.1           R6_2.5.1                      
## [131] bookdown_0.29                  TSP_1.2-1                     
## [133] gridExtra_2.3                  vipor_0.4.5                   
## [135] IRanges_2.31.2                 codetools_0.2-18              
## [137] MASS_7.3-58.1                  TreeSummarizedExperiment_2.1.4
## [139] SummarizedExperiment_1.27.3    DESeq2_1.37.6                 
## [141] rprojroot_2.0.3                rjson_0.2.21                  
## [143] S4Vectors_0.35.4               GenomeInfoDbData_1.2.9        
## [145] MultiAssayExperiment_1.23.9    mgcv_1.8-40                   
## [147] parallel_4.2.1                 beachmat_2.13.4               
## [149] grid_4.2.1                     tidyr_1.2.1                   
## [151] DelayedMatrixStats_1.19.2      rmarkdown_2.17                
## [153] MatrixGenerics_1.9.1           Rtsne_0.16                    
## [155] Biobase_2.57.1                 ggbeeswarm_0.6.0