June Choe yjunechoe
🤖
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| twosum <- function(nums, target) { | |
| cur_i <- 1 | |
| nxt_i <- cur_i + 1 | |
| while(cur_i != length(nums)) { | |
| thesum <- nums[cur_i] + nums[cur_i + 1] | |
| if (thesum == target) { | |
| return(c(cur_i, nxt_i)) | |
| } | |
| if (nxt_i == length(nums)) { | |
| cur_i <- cur_i + 1 |
yjunechoe
/ zscore-subject-intercept.R
Last active
February 10, 2025 02:32
If you z-score the response variable by group, will by-group intercept always be zero? (no - depends on meaning of intercept - ex: in dummy coding)
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| library(tidyverse) | |
| set.seed(123) | |
| df <- crossing( | |
| subject = 1:10, | |
| prime = c("yes", "no") | |
| ) %>% | |
| mutate( | |
| intercept = 500, |
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| y | x1 | x2 | g | |
|---|---|---|---|---|
| -1.84 | a1 | b2 | s1 | |
| -0.66 | a1 | b2 | s1 | |
| -0.83 | a1 | b2 | s1 | |
| 0.87 | a2 | b2 | s1 | |
| 0.12 | a1 | b2 | s1 | |
| -0.67 | a1 | b2 | s1 | |
| 0.4 | a2 | b2 | s1 | |
| -1.12 | a1 | b2 | s1 | |
| -0.05 | a1 | b2 | s1 |
yjunechoe
/ get-lazydata.R
Last active
April 22, 2025 15:02
Difference between `get()` vs. `getFromNamespace()` and function vs. lazydata
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| # Without dplyr loaded ---- | |
| isNamespaceLoaded("dplyr") | |
| #> [1] FALSE | |
| ## FUNCTION: Both work for getting `dplyr::mutate` | |
| get("mutate", envir = asNamespace("dplyr")) | |
| #> function (.data, ...) | |
| #> { | |
| #> UseMethod("mutate") | |
| #> } |
yjunechoe
/ cumsum_cut.R
Created
October 30, 2024 22:48
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| # https://fosstodon.org/@josi/113391735804937128 | |
| cumsum_cut_rlang <- function(x, cuts) { | |
| x[cuts-1] <- 0 | |
| res <- lapply(split(x, cumsum(x == 0)), \(.x) { | |
| cumsum(.x) | |
| }) |> | |
| unlist() |> | |
| unname() | |
| n <- length(res) | |
| to_fill <- numeric(n) |
yjunechoe
/ convergence-diagnostics.R
Last active
October 21, 2024 13:23
Examples of diagnostics for convergence failures using data from Choe, Yoshida, & Cole (2022)
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| library(arrow) | |
| CYC_2022 <- read_feather("https://raw.githubusercontent.com/yjunechoe/Semantic-Persistence/refs/heads/master/CYC_2022.arrow") | |
| # Diagnosing warnings of type: "Model failed to converge with max|grad| ..." | |
| library(lme4) | |
| #> Loading required package: Matrix | |
| fm <- Accuracy ~ Condition * SemanticFit * Transitivity + | |
| (1 | Item) + | |
| (1 + Condition | Subject) |
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| # Top-level | |
| thefuck <- function(e = rlang::last_error()) { | |
| stopifnot(rlang::is_call_simple(e$call)) | |
| if (grep("^unused argument", e$message)) { | |
| fix_unused_arg(e) | |
| } | |
| # ... more cases | |
| } | |
| # Internal methods |
yjunechoe
/ convert_to_zerocorr.R
Created
May 6, 2024 16:15
Convert lme4 double-bar syntax to MixedModels.jl zerocorr()
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| library(rrapply) | |
| expr <- y ~ x + (1 || z) | |
| lobstr::ast(!!expr) | |
| #> █─`~` | |
| #> ├─y | |
| #> └─█─`+` | |
| #> ├─x | |
| #> └─█─`(` | |
| #> └─█─`||` | |
| #> ├─1 |
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| # The reprex | |
| library(ggplot2) | |
| data <- tibble::tribble( | |
| ~x, ~group, ~y, ~measure, ~base, | |
| "FY18", "aaa", 0.5603448, 260, 464, | |
| "FY15", "aaa", 0.5081269, 1313, 2584, | |
| "FY19", "aaa", 0.5799373, 185, 319, | |
| "FY16", "aaa", 0.5225225, 580, 1110, | |
| "FY13", "aaa", 0.4779116, 595, 1245, | |
| "FY17", "aaa", 0.5502471, 334, 607, |
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| lobstr::ast(T ? F : 1) | |
| `%?%` <- function(e1, e2) { | |
| e2_expr <- substitute(e2) | |
| if (e1) { | |
| return(eval.parent(e2_expr[[2]])) | |
| } else { | |
| return(eval.parent(e2_expr[[3]])) | |
| } | |
| } |
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