This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| theme(axis.text.x = element_text(angle = 90, hjust = 1)) |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # author: Derek Powell | |
| # created: 11-02-2017 | |
| # last updated: 1/11/18, 5:19 PM | |
| # Also available as gist: | |
| # devtools::source_gist("8838d867daa4185c9c09187a6b02f96b", filename="crossValidate.R") | |
| library(tidyverse) | |
| library(multidplyr) | |
| library(modelr) | |
| library(purrr) |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| def stat_summary(x, quantiles=False): | |
| import numpy as np | |
| print "mean:", np.mean(x) | |
| print "sd:", np.std(x) | |
| print "max:", np.max(x) | |
| print "min:", np.min(x) | |
| print "count:", len(x) | |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| dfPlot <- (ggplot_build(plt))$data |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| gg_marginal_effects <- function(model, effects, probs=c(0.25, 0.75)) { | |
| me <- brms::marginal_effects(model, effects=effects, probs=probs) | |
| plt.me <- plot(me, | |
| effects=effects, | |
| plot=FALSE, | |
| rug=TRUE, | |
| theme=ggplot2::theme_get() | |
| )[[1]] | |
| } |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| result <- rawToChar(as.raw(sample(c(48:57,65:90,97:122),16,replace=T))) |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # standard error function | |
| stderr <- function(x) { | |
| sqrt(var(x[!is.na(x)]) / length(x[!is.na(x)])) | |
| } | |
| # Then create a wrapper to *stderr* to make it compatible with *stat_summary* | |
| my.stderr <- function(x) { | |
| meany <- mean(x) | |
| ymin <- mean(x) - stderr(x) | |
| ymax <- mean(x) + stderr(x) |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| javascript:(function(){ var d=document.getElementsByClassName("docos-accept-suggestion"); d = Array.prototype.slice.call(d); var i=1; d.forEach(function(n){console.log("accepting"); var e = document.createEvent("MouseEvents"); e.initEvent("click", true, false); n.dispatchEvent(e,true); e = document.createEvent("MouseEvents"); e.initEvent("mousedown", true, false); n.dispatchEvent(e,true); e = document.createEvent("MouseEvents"); e.initEvent("mouseup", true, false); i++; i++; setTimeout( function(){ n.dispatchEvent(e,true); } , (i * 1000)); }); })(); |
NewerOlder