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#' Grouped summary statistics | |
#' | |
#' Wraps \code{\link{aggregate}} to generate common summary statistics over | |
#' subsets. | |
#' | |
#' @param data A data.frame to be summarized. | |
#' @param by Grouping variables specified by a formula as used in | |
#' \code{\link{aggregate}}. | |
#' @param stats A character vector of statistical functions. Default is c("n", | |
#' "mean", "sd", "min", "max"). More functions can be added by modifying the |
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#' Prints a LaTeX table with numeric columns aligned on their decimal points. | |
#' | |
#' This function wraps the \code{\link{xtable}} and \code{\link{print.xtable}} | |
#' functions in the \code{xtable} package so that numeric columns are aligned | |
#' on their decimal place. | |
#' | |
#' See \url{http://jason.bryer.org/posts/2013-01-04/xtable_with_aligned_decimals.html} | |
#' for more information. | |
#' | |
#' @author Jason Bryer <jason@@bryer.org> |
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# Load the MNIST digit recognition dataset into R | |
# http://yann.lecun.com/exdb/mnist/ | |
# assume you have all 4 files and gunzip'd them | |
# creates train$n, train$x, train$y and test$n, test$x, test$y | |
# e.g. train$x is a 60000 x 784 matrix, each row is one digit (28x28) | |
# call: show_digit(train$x[5,]) to see a digit. | |
# brendan o'connor - gist.github.com/39760 - anyall.org | |
load_mnist <- function(path = "mnist") { | |
# Usage: |
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# Prepare SpatialPolygonsDataFrame for plotting with ggplot2 | |
# Follows https://github.com/hadley/ggplot2/wiki/plotting-polygon-shapefiles | |
# Assumes you are in Hadleyverse and already have dplyr loaded. | |
prepare_spdf <- function(spdf) { | |
require(dplyr) | |
reguire(ggplot2) | |
spdf@data$id <- rownames(spdf@data) | |
spdf.points <- ggplot2::fortify(spdf, region = "id") | |
if (sum(is.na(spdf.points$hole))) { |
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# Quick wrapper for the awesome commandlinefu.com API | |
# http://www.commandlinefu.com/site/api | |
using Requests | |
using JSON | |
BASE_URL = "http://www.commandlinefu.com/commands/" | |
function bestfu() | |
q = BASE_URL * "browse/sort-by-votes/json" | |
return JSON.parse(IOBuffer(Requests.get(q).data)) |
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