Package index
Sample Operations
Functions that operate on samples/observations. See the Sample partition vignette.
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balanced_partition() - Balanced partition of samples into groups using one numeric column (mean + SD)
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balance_partition_core() - Core optimizer: assign samples to groups to balance mean + SD (Gini loss)
Feature Operations
Functions that operate on features/genes/variables. See the RNA-seq Workflow vignette.
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get_top_var_mat() - get the the var_gene_list and topN (or top percent) most variable genes
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filter_calcpm_dge() - filter countData by gene expression, perform cpm and log2(cpm+1) transformation
Data Transformation
Functions that transform entire matrices/dataframes. See the RNA-seq and DNA Methylation vignettes.
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log_transform() - perform log transformation with psuedo count
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beta2M() - Convert beta values to M values
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closestMatch() - find the closest match of a string in a vector of strings
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print_pval() - print p-values in a more readable format
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vec2print() - print a vector in a copy-paste friendly format
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mkdir() - create a directory if it does not exist
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save2pdf() - save a plot to a PDF file
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extract_params() - extract and assign default function arguments to the global environment
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createNamedList() - Create a named list
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install_packages() - Install packages from CRAN, Bioconductor, or GitHub
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check_packages() - Check which packages are not installed
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play_2048() - Play the 2048 game in the R console
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draw_heart() - Draw a 2D heart shape image
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draw_heart_step() - Convert heart image to LEGO mosaic and extract build steps
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draw_heart_gif() - Create a LEGO-style animated heart GIF
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draw_xmas_tree_gif() - Make an animated Christmas tree (gganimate GIF)
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draw_xmas_tree_gif_panel() - Create a panel GIF from multiple style GIFs