README.md

In KO112/KO: Kevin O'Brien's Personal Package

To-Do List:

• Check if client can run on own computer, check address of client on server, check if running server from own computer works
• Add hash to GLM Helper (based on sorted formula?)
• Create sample data, names from mtcars
• Filter/select model matrix (e.g. partial column matching, etc.
• replace_missing: fix for factors (relevel?)
• Select function to match columns, case/columns insensitive
• Head/tail assignment (head<-, tail<-)
• Allow select.matrix to accept variables (e.g. a <- c("mpg", "cyl"); select(as.matrix(mtcars), a))
• Maybe use with = F or just search up if not found, or implement ..a
• Build file/function calling map
• compare_dfs: print message if identical, or all.equal, or no differences
• Don't just return empty list
• Pretty JSON printing (takes in CSV file, aligns values, adds colors(?))
• .DollarNames(dataSet, "pattern")
• knitr::knit_code
• Create new RMarkdown template
• Remove some CSS, maybe improve TOC section
• Use progress bars
• E.g. for compare_dfs
• Finish color_list
• Make compare_dfs print out class differences

XGBoost Output Analysis:

• Feature importance graphs
• Feature interaction analysis

Variable EDA:

• Distribution based on type
• Histogram, plot, smoothed plot
• Quantiles/averages

Add-Ins:

• Printing selected variable
• Showing option values (what does this even mean?)
• Use menu instead for selections
• Make DLL specifically for activating/moving tcl/tk window, maybe faster?
• Or load once and activate somehow?
• Add end bracket at next comma
• Extend to quotes & other characters as well
• Use general function, parameterize later
• Pop-up to select column names
• Maybe full preview popup, (semi-)random sampling of rows?
• Capitalize previous word (loop through upper/lower/title case)
• Move left/right until you hit a comma/bracket/etc.
• Code cleaning
• RCpp code cleaning function
  • Deal with quotes/comments differently
• Print comparison/differences in color, similar to Git?
• For chunk running, run block-by-block
• Also create block-run shortcut
• Run in proper directory for .Rmd files
• Run current line if no selection
• Check for errors (maybe using .Last.value?)
• Trim empty lines at start/end
• Find functionality with history saving (save in git repo too?)
• Remove current/previous/next enclosure
• E.g. remove everything in enclosing quotes/brackets/etc.

Data Dictionary:

• Make class for single column summary, and a list of them(?)
• For printing, change from tibble to something easier to read in bulk, maybe multiple columns
• Test new values in dataDict
• Add colHash/colMode, maybe use constructor for all col(...)
• Progress bar (progress::progress_bar)
• .DollarNames

Tests:

• plotly tests for BDP
• Finish compare_df testing (test with dates, one col date one character, messages, etc.)
• Printing
• Indent in vec_print
• set_comp
• All add-in functions (specifically text removal, send to console, formatting)
• Test that lines with spaces removed are the same
• vec_to_code

KO112/KO documentation built on Oct. 2, 2020, 9:21 a.m.