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rm(list = ls()) set.seed(2018) x <- seq(-10, 10, length.out = 100) y <- seq(-10, 10, length.out = 100) MyData <- expand.grid(x = x, y = y) MyData$z <-as.factor(sqrt(MyData$x^2+MyData$y^2)>5) Index_Temp=sample(nrow(MyData), 0.05*nrow(MyData)) MyData$z[Index_Temp]<-FALSE Index_Temp=sample(nrow(MyData), ...
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library(FarmTest) ### Name: plot.farm.scree ### Title: Diagnostic plots from factor-finding ### Aliases: plot.farm.scree ### ** Examples set.seed(100) p = 100 n = 20 epsilon = matrix(rnorm( p*n, 0,1), nrow = n) B = matrix(rnorm(p*3,0,1), nrow=p) fx = matrix(rnorm(3*n, 0,1), nrow = n) X = fx%*%t(B)+ epsilon output =...
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################################################################################ # 1.0 Setup ################################################################################ setup(nXema) ################################################################################ # 3.0 Indicators ###################################...
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NEI <- readRDS("summarySCC_PM25.rds") SCC <- readRDS("Source_Classification_Code.rds") png(filename = "plot5.png", height = 720, width = 720) par(bg = "transparent") scccopy <- SCC[SCC$EI.Sector == "Mobile - On-Road Diesel Heavy Duty Vehicles" | SCC$EI.Sector == "Mobile - On-Road Diesel Light Duty Vehicles" | SCC$EI....
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library(tidyverse) # Look up documentation on mpg ?mpg ggplot(data = mpg) + geom_point(mapping = aes(x = displ, y = hwy, color ="blue")) # color outside of aes() function ggplot(data = mpg) + geom_point(mapping = aes(x = displ, y = hwy), color ="blue") # Look up the function details ?facet_grid # midwest is an...
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#' plateAdjust #' #' normalized absorbance values by adjusting to blank #' #' @param plateDF dataframe. first spreadsheet of victor file #' @param metadata dataframe. well metadata. must have columns: #' Well, platerow, platecol, strain, curveID, welltype, media, abx, wellconc #' @param well_include string or vecto...
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#Movement model conditioned on recaptures only (McGarvey line of thought) #note: individual-based model that compares the probability of occurrying in a particular zone # after an given time at liberty with the observed recapture zone. rm(list=ls(all=TRUE)) library(expm) library(ggplot2) library(reshape)...
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# # smc_with_js contient les informations suivantes ... # "smc_with_js"
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"lmomsRCmark" <- function(x, rcmark=NULL, nmom=5, flip=NA, flipfactor=1.1) { n <- length(x); if(nmom > n) stop("More L-moments requested by parameter 'nmom' than data points available in 'x'"); if(length(unique(x)) == 1) stop("all values are equal--Lmoments can not be computed"); if(is.n...
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library(d3Network) require(chron) require(bipartite) require(ggplot2) require(ape) require(reshape2) require(sna) require(stringr) require(maptools) require(taxize) require(picante) require(dplyr) library(scales) ################### #Source Functions ################### gitpath<-"C:/Users/Ben/Documents/NetworkTime/" ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/codecommit_operations.R \name{codecommit_create_pull_request_approval_rule} \alias{codecommit_create_pull_request_approval_rule} \title{Creates an approval rule for a pull request} \usage{ codecommit_create_pull_request_approval_rule( pullR...
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Result_Estimate <- function(MULTI_GENERATION){ Good_i <- c() #Good_Resultになった個体の添字 Max_F <- -1 Max_Mor <- -1 Max_Ca <- -1 Max_K <- -1 for(i in 1:N_INDIVIDUAL){ if(MULTI_GENERATION[[i]][["Result"]] == Mor_E) MULTI_GENERATION[[i]][["Estimate"]] <- Morpho_penalty(MULTI_GENERATION[[i]][["TREE...
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context("Test cumulative coefficients functionality") test_that("Cumulative coefficients work", { df <- tumor[1:30, c("days", "status", "age")] df$x1 <- as.factor(rep(letters[1:3], each = nrow(df) / 3L)) ## pam ped <- as_ped(df, formula = Surv(days, status)~ x1 + age) pam <- mgcv::gam(ped_status ~ s(tend) ...
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#-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-# # Probabilistic Forecasting Competiion - Tao Hong's Energy Analytics Course # # Prepare and manage data sets used in forecasting # # Author: Jon T Farland <jonfarland@gmail.com> # # Copywright September 2015 #-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-...
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# Generated by using Rcpp::compileAttributes() -> do not edit by hand # Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 glasso <- function(mat, lambda, maxiter_outer, maxiter_lasso, tol, verbose) { .Call(`_bigutilsr_glasso`, mat, lambda, maxiter_outer, maxiter_lasso, tol, verbose) } sum_in_temp <- function(...
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library(shiny) library(ISLR) library(tidyverse) #Bosotn to jeden z wbudowanych zbiorów danych do biblioteki MASS college <- College ui <- fluidPage( radioButtons("private", "Is private?", c("Yes" = "Yes", "No" = "No")), plotOutput("plot1"), selectInput("var", "Va...
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contains_word <-function(ls, words){ #basically iterates through list and sees if at least one of the columns returns true for(word in words){ if (sum(grepl(word, ls)) > 0) return(TRUE) } return(FALSE) } rename_column <- function(df, old_column, new_column){ colnames(df)[old_column == colnames(df)] <- ne...
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####################################################################################### # # # Author: Anderson Hitoshi Uyekita # # Exploratory Data Analysis ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/task_patch_indic_methods.R \name{patchdistr_sews_predict} \alias{patchdistr_sews_predict} \alias{predict.patchdistr_sews_single} \title{predict method for patchdistr_sews objects} \usage{ \method{predict}{patchdistr_sews_single}(object, ..., ...
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# Exploratory Data Week1 # Course Project Quiz 1 # Surabhi Naik # Loading the data epc <- read.table("household_power_consumption.txt", stringsAsFactors=FALSE, header = TRUE, sep = ";") # Subsetting the data based on 1/2/2007 and 2/2/2007 dates SubSetData <- epc[epc$Date %in% c("1/2/2007", "2/2/2007"),] Date_Time...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cq_itanal.R \name{cq_read_itanal} \alias{cq_read_itanal} \title{Read in a traditional ConQuest item analysis file as text} \usage{ cq_read_itanal(fname) } \arguments{ \item{fname}{A file path to an existing ConQuest itanal file. Can take othe...
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pollTrain = read.csv("normPollElabTrain.csv") pollTest = read.csv("normPollElabTest.csv") names(pollTrain) names(pollTest) tr_label = pollTrain$Party tst_ids = pollTest$USER_ID Train = pollTrain Train$Party = NULL Test = pollTest Test$USER_ID = NULL library(rpart) library(e1071) library(randomForest) library(car...
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#' CorrSurface #' #' The function #' #' @param price an object of time serise representing a price series. #' @param lookback_seq a sequence of lookback length. #' @param holddays_seq a sequence of holddays length. #' @param Sign whether the returns or signs of returns are used to calculate #' correlation, default is...
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#' Plot Conditional Coefficients in Models with Interaction Terms #' #' Graph based on the data frame of statistics about the conditional effect of an interaciton. #' #' @param m A model object including an interaction term, or, alternately, a data frame recording conditional coefficients. This data frame should ...
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setwd("~/git/DE-analysis") options(stringsAsFactors = F) library(tidyverse) library(magrittr) library(data.table) args = list(); source("R/functions/detect_system.R") # list input files input_dir = file.path(base_dir, "analysis", "expr_summary", "control_only") input_files = list.files(input_dir, pattern = '*\\.csv\\....
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/R_utils_wC.R \name{Methods_SFI} \alias{summary.SFI} \alias{plot.SFI} \alias{coef.SFI} \alias{fitted.SFI} \title{SFI methods} \usage{ \method{coef}{SFI}(object, ...) \method{fitted}{SFI}(object, ...) \method{summary}{SFI}(object, ...) \me...
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library(configr) ### Name: config.help ### Title: Function to access external helps about configurations format or ### other related information ### Aliases: config.help ### ** Examples config.help() ## Not run: ##D config.help(1) ##D config.help('ini_git_search') ## End(Not run)
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#Nick Anderson #Blue #Royston
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#' read_EMSTRANS #' #' @describeIn read_CEIDARS Read EMSTRANS-formatted file #' #' @export read_EMSTRANS <- function ( path, ... ) { EMSTRANS_cols <- readr::cols( TRANS_ID = col_character(), CO = col_integer(), FACID = col_integer(), AB = col_character(), DIS = col_character(), ACTION = c...
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#' Test your document or app for accessibility issues. #' #' Uses [a11y.css](https://github.com/ffoodd/a11y.css) to include warnings and #' diagnostics about potential accessibility issues in your HTML document or #' Shiny web app. #' #' @param language Your desired language #' @param level The level of errors: #' #' ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ms_interval.R \name{msik} \alias{msik} \title{Market Share - Interval; k (exponentiated) formulation} \usage{ msik(kd, ki, d, prec = 1024) } \arguments{ \item{kd}{value at focal pole of decreasing items} \item{ki}{value at focal pole of incr...
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estGAS <- function(data, i, j, k, Tns, ...){ #i-j janela #k é o ativo 1...N if(!require(GAS)){install.packages("GAS")} library(GAS) GASSpec = UniGASSpec(Dist = "std", ScalingType = "Identity", GASPar = list(location = FALSE, scale = TRUE, shape = FAL...
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library(raster) ##bc <- stack("../data/AOD/aod_bc_monthly20032009.grd") ##su <- stack("../data/AOD/aod_su_monthly20032009.grd") ##ss <- stack("../data/AOD/aod_ss_monthly20032009.grd") ##sd <- stack("../data/AOD/aod_sd_monthly20032009.grd") ##or <- stack("../data/AOD/aod_or_monthly20032009.grd") bc <- stack("../data/...
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suppressPackageStartupMessages(library("ggplot2")) suppressPackageStartupMessages(library("optparse")) suppressPackageStartupMessages(library("plyr")) option_list <- list(make_option(c("-a", "--inp1"), help="tsv input 1"), make_option(c("-b", "--inp2"), help="tsv input 2"), make_option(c("-s"...
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library(testthat) library(slotR) test_check("slotR")
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#' A simple homemade apply function #' #' Changes a user supplied matrix by a user supplied function on the dimension #' that the user chooses with 1 being the first dimension and 2 being the seconnd #' It also allows user to insert ther own further parameters #' #' @param X a matrix to be applied on #' @param MARGI...
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#' Compare Predictive Performance of Two Models #' #' @param yhat1 A data frame consisting of cross-validated predictions from a #' benchmark model, an object containing such a data frame, e.g., a #' "cross_valid" object returned by \code{\link{validate}}, or an object that #' can be passed to \code{\link{validate}}. #...
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#!/usr/bin/Rscript #!/home/mmartinez/bin/Rscript # LOG: # r2.0 (Aug17): Changed distance matrix calculation, now direct call using proxy::dist # r1.4 (Aug16): Modified clustering with initial medoids including the last pdb # r1.3 (Aug13): Fixed error when it gets number of pdbs < K # r1.2 (Aug3): Extracts K medoids ...
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# Function to clean bowling data. # Works with career or innings data clean_bowling_data <- function(x) { # Make names easier to interpret vars <- colnames(x) vars[vars=="Mat"] <- "Matches" vars[vars=="Inns"] <- "Innings" vars[vars=="Mdns"] <- "Maidens" vars[vars=="Wkts"] <- "Wickets" vars[vars=="BBI"] <...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cloudhsm_operations.R \name{cloudhsm_describe_luna_client} \alias{cloudhsm_describe_luna_client} \title{This is documentation for AWS CloudHSM Classic} \usage{ cloudhsm_describe_luna_client(ClientArn = NULL, CertificateFingerprint = NULL) } \...
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library(DiceDesign) ### Name: coverage ### Title: Coverage ### Aliases: coverage ### Keywords: design ### ** Examples dimension <- 2 n <- 40 X <- matrix(runif(n*dimension),n,dimension) coverage(X)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/summary.R \name{summary_sema} \alias{summary_sema} \title{Interpreting sema output} \usage{ summary_sema(x) } \arguments{ \item{x}{A sema model output.} } \value{ A list with sample size, number of units, the coefficients of the fixed effec...
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# Sorting dataframes sampledata_file <- read.table("yield.txt",header=T) attach(sampledata_file) # sorting by row sampledata_file[order(death),] # rev sorting sampledata_file[rev(order(death)),] # we an also sort on multiple attributes. sampledata_file[order(death,status),] # logical conditions to select rows from t...
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#' Checks for the integrety of the closest samples. #' In other words, it checks if the 'nClosest' first closest selected #' contains at least one sample of that class. #' @example #' The file 'closestDir'/cl_02463d452.txt contains the selected #' closest for the individual 452 of the class 02463. #' This function chec...
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Rotation <- function(alpha, Data){ alpha <- ((2*pi)/360)*alpha RotMat <- matrix(c(cos(alpha), sin(alpha), -sin(alpha), cos(alpha)), ncol = 2, byrow = T) X <- RotMat%*%Data V <- var(X[1,]) Out <- cbind(V, X) return(Out) }
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cols <- c("year", "playerName", "position", "batting_order", "school") test_that("NCAA Batting Lineups", { skip_on_cran() x <- ncaa_lineups(game_info_url="https://stats.ncaa.org/game/index/4587474?org_id=528",year=2018) expect_equal(colnames(x), cols) expect_s3_class(x, "data.frame") })
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library(ShinyItemAnalysis) ### Name: gDiscrim ### Title: Generalized Item Discrimination ### Aliases: gDiscrim ### ** Examples ## Not run: ##D # loading 100-item medical admission test data sets ##D data(dataMedical, dataMedicalgraded) ##D # binary data set ##D dataBin <- dataMedical[, 1:100] ##D # ordinal data se...
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library(reshape) library(ggplot2) df=read.csv("/Users/avahoffman/Documents/CSU/Research/RNASEQDATA/MEC_reanalysis/Kristiansson_analysis/SxE.csv") head(df) df=df[,c(2,17:24,27)] colnames(df)=c("Group","Ad1","Ad2","Aw1","Aw2","Sd1","Sd2","Sw1","Sw2","tf") labels=df[,1] tfs=df[,10] m1=as.matrix(df[,2:9]) m1=log2(m1+0....
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################################################################################################################################## ############### Predictions and evaluation ####################################################################################### ##########################################################...
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#load some libraries source("R_cleaned/GLAHD_LoadLibraries.R") library(raster) library(rgdal) library(stringr) library(scales) library(oz) library(maps) library(mapdata) library(RNCEP) library(mapplots) library(plotrix) library(plotBy) library(doBy) library(dismo) library(rgeos) #load file biodat <- raster::getData('...
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# do preparation. # ------------------------------------------------------------------------- # Split data into training and testing sets. # ------------------------------------------------------------------------- dataSplit <- function(data, ratio) { data_part <- c(train=ratio, test= 1 - ratio) data_split ...
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# # This is a Shiny web application. You can run the application by clicking # the 'Run App' button above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(psych) library(shiny) library(gplots) library(ggplot2) library(RColorBrewer) library(ggfortify) library(rea...
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library(lubridate) # Loading the dataset : housing_powercomp <- read.table(file = "./household_pc/household_power_consumption.txt", header = TRUE, sep = ";", colClasses = "character", na.strings = "?") # subsetting based on the row numbers of the required date and time powercompfeb_data <- housing_powercomp[666...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/meetups.R \name{get_meetup_events} \alias{get_meetup_events} \title{Get Meetup Events} \usage{ get_meetup_events(urlname, key, fields = c("status", "id", "name"), ...) } \arguments{ \item{urlname}{string, URL name for the meetup. e.g...
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##double checking these scripts to ensure they map back to the BROAD data source("../../bin/singleDrugAnalysis.R") source("../../bin/ctrpSingleAgentScreens.R") source("../../bin/ncatsSingleAgentScreens.R") #plotMostVariableAUCs() ##first get original auc vals orig.ncats<-getValueForAllCells("FAUC") orig.ctrp<-getC...
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shinyUI(fluidPage( titlePanel("Visualizing a Linear Model"), p("An interactive app that allows you to fit linear model by entering an expression. Note that while the expression can take several x variables simultaneously, the graph only models one x varibale at a time"), sidebarLayout(position = "r...
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## This scripts used to compare PCA result between SNP and AS par(mfrow=c(1,2)) AS_PCA <- read.table("/mnt/01/hungying/cassy.folder/AS_GWAS/AS_GWAS_PCA.txt", head=TRUE) #AS_PCA <- read.table("/mnt/01/hungying/cassy.folder/AS_GWAS/AS_all/GAPIT.PCA.csv", head=TRUE) SNP_PCA <- read.table("/mnt/01/hungying/cassy.folder/SAM...
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## Generate bedgraph files from a gene score file and CRE-gene links files in blood # open log file to collect all messages, warnings and errors log <- file(snakemake@log[[1]], open = "wt") sink(log) sink(log, type = "message") library(data.table) library(R.utils) merge_functions_file <- file.path(snakemake@scriptdi...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/readCOM.R \name{readCOM} \alias{readCOM} \title{Loads multiple or a single Center Of Mass (COM) or Centroid .xyz file(s) and Converts to 2D x and y coordinates based on a viewing matrix} \usage{ readCOM(directory, pmat, seperator = " ...
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# import relevant library library(dplyr) repo_dir <- getwd() # Get woring directory # Read in train and test dataset, features table, subject tables, and avtivity label table # get data from "UCI HAR Dataset" folder x_train <- read.table( paste0 (repo_dir, '/UCI HAR Dataset/train/X_train.txt')) y_train <- read.tab...
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context("EMglmnet") test_that("J = 2, K = 3", { X = as.matrix(iris[1:4]) y = iris$Species lev3 = levels(y) res32 = EMglmnet(y, X, lambda = 1e-03) pred32 = predict(res32, X) expect_equal(levels(pred32$class), lev3) expect_equal(length(pred32$class), nrow(X)) expect_equal(ncol(pred32$posterior), 3) expect_e...
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Colors1.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \name{Colors1} \alias{Colors1} \title{Colour examples} \format{An object if class \code{"character"}.} \description{ A vector of HEX codes for the colours used in the examples } \examples{ data(Colors1) } \keyword{datasets}...
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plot2.R
## Get dataset file ## CAUTION: if you have already download dataset file, ## please ensure the name and the file path is correctly set to 'destfile' variable to avoid re-download destfile <- "exdata-data-household_power_consumption.zip" if (!file.exists(destfile)) { download.file("https://d396qusza40orc.cloudfront.n...
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#' webSDM. #' #' Package to fit a trophic Species Distribution Model, analyse it and predict. See Poggiato et al. In prep. #' #' @docType package #' #' #' @name webSDM #' NULL
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vplot <- function(x, ...){ library("viridis") plot(x, col = viridis(100), ...) } zplot <- function(x, ...){ library("viridis") plot(x, col = viridis(100), zlim = c(0, 1), ...) }
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## We define a custom object with functions for setting and getting ## the value of matrix and it's inverse. ## Custom function that stores a matrix and it's inverse which is solved ## with another function. Upon setting a new value of matrix, the inverse ## is reset. makeCacheMatrix <- function(x = matrix()) { i...
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# write out the file to be sourced fLS = file(description = "Code/8-LocalSource-Input.R", open = "w+") write(x ="a = 1; print(a)", file = fLS) close(fLS) # source the file a = 3 sourceEnv = new.env() with(sourceEnv, source("Code//8-LocalSource-Input.R", local = TRUE)) a
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01 Simple_Random_Sample_R.R
setwd("C:/Users/arman/OneDrive/Desktop/2020/DataCamp/05 Introduction_to_Data_in_R") getwd() dir() # Load packages library(dplyr) us_regions<- get(load("us_regions.RData")) # The dplyr package and us_regions data frame have been loaded. # # Use simple random sampling to select eight states from us_regio...
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todo.R
# ## Todo # # # Få den fucking plot funktion til at virke igen - vi skal til sna pakken # library(igraph) # library(MONECA) # library(soc.elite) # # # devtools::install_github("gaborcsardi/pkgconfig") # # devtools::install_github("igraph/rigraph") # # # library(devtools) # # # # devtools::install_github("gaborcsardi...
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######################## RNIGHTLIGHTSOPTIONS ################################### RNIGHTLIGHTSOPTIONS <- settings::options_manager( #Specify the regex to uniquely identify the tile file #to extract from the download tile tar.gz #more info at: https://ngdc.noaa.gov/eog/viirs/download_dnb_composites.html configNa...
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Ex_12_7.R
# Example 12-7: Convergence in Probability library(ConvergenceConcepts) samplegen <- function(n) { Z <- runif(1) k <- floor(log2(1:n)) m <- 1:n - 2^k res <- (m * 2^(-k) <= Z & Z < (m + 1) * 2^(-k)) return(as.integer(res)) } critp = criterion(data, epsilon = epsilon0, mode = "p")$...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/deviation_test.r \name{deviation_test} \alias{deviation_test} \title{Deviation test} \usage{ deviation_test( curve_set, r_min = NULL, r_max = NULL, use_theo = TRUE, scaling = "qdir", measure = "max", savedevs = FALSE ) } \argume...
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5.5.plotMutationFrequencies.R
# 5.4.plotSampleDiversity ################### notes: ##################### # processing order: # # # 5.0.countBamReads [run on Apocrita, for each set] (gets tables of read numbers for a given bed file ) # | # v # 5.1.subsetBamFiles (calculates proportion to be subsampled for each set and makes .sh scrip...
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ftrace1 <- function(w, method = "exact", miter = 10, riter = 50) { # initialization stopifnot(method %in% c("exact", "approx")) n <- nrow(w) if (method == "exact") { traces <- numeric(miter) traces[1] <- sum(diag(w)) w_j <- w for (j in 2:miter) { w_j <- w %*% w_j traces[j] <- ...
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% Generated by roxygen2 (4.0.2): do not edit by hand \name{maps} \alias{maps} \title{A list with 8 maps of Switzerland's territory at various levels.} \format{A list with 16 ggplot2 maps with swiss territory} \source{ \url{http://www.bfs.admin.ch/bfs/portal/fr/index/dienstleistungen/geostat/datenbeschreibung.html} } \d...
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test-read_comparable_areas.R
context("read_comparable_areas") # skip tests because they take too much time skip_if(Sys.getenv("TEST_ONE") != "") testthat::skip_on_cran() # Reading the data ----------------------- test_that("read_comparable_areas", { # read data amc <- read_comparable_areas(start_year=1970, end_year=2010) # check sf ob...
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source("./readdata.R") ## Create Time Series On Energy Sub Metering par(mar=c(2,2,1,1)) par(pin=c(6.4,6.4)) par(bg="transparent") png(filename="./figure/Plot3.png") plot(data$Sub_metering_1~data$DateTime,type="l",ylab="Energy sub metering",xlab="") with(data,points(data$Sub_metering_2~data$DateTime,type="l",col="red")...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{us_pres_polls_history} \alias{us_pres_polls_history} \title{Every presidential general election poll from 1980 through 2016} \format{An object of class \code{data.frame} with 3586 rows and 10 columns.} \usage{ data...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/boxplot.R \name{ggplot_boxplot} \alias{ggplot_boxplot} \title{Make a boxplot with coloring by experimental variable} \usage{ ggplot_boxplot(plotmatrix, experiment, colorby = NULL, expressiontype = "expression", whisker_distance = 1.5) } \ar...
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plot4 <- function(){ #This function creates plot4 of the Week1 assignment #load the data (whole data, memore capacity is enough) household_data <- read.csv('household_power_consumption.txt', sep = ';', stringsAsFactors = FALSE, dec = '.') #convert the date format household_data$Date <...
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# Feature selection via filters,wrappers and embedded algorithms # Hugo Andres Dorado B. # 2018 30 08 # Load Libraries library(here) library(FSelector) library(lsr) library(caret) # Load feature selection funs source("C:/Users/hadorado/Desktop/Feature_Selection/feature_selection_FUNS.R") # Load dataset chiapas_m...
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#載入套件 library(neuralnet) #整理資料 data <- iris data$setosa <- ifelse(data$Species == "setosa", 1, 0) data$versicolor <- ifelse(data$Species == "versicolor", 1, 0) data$virginica <- ifelse(data$Species == "virginica", 1, 0) # Conditional Element Selection # ifelse(test, yes, no) # ifelse returns a value with the same shap...
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library(Rfast2) ### Name: Merge 2 sorted vectors in 1 sorted vector ### Title: Merge 2 sorted vectors in 1 sorted vector ### Aliases: Merge ### Keywords: Merge 2 sorted vectors in 1 sorted vector ### ** Examples x <- 1:10 y <- 1:20 Merge(x,y) x <- y <- NULL
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context("Major drop_colr") test_that("Outcomes", { library(data.table) DT <- data.table(abcde_ghi = 1, STE_2016 = 2) DT_out <- drop_colr(DT, "[A-Z]{3}") expect_equal(names(DT_out), "abcde_ghi") })
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#' Generate a safe R callback. #' #' Whenever an R callback function is passed to Rcurl, it needs to be wrapped #' in this handler which converts errors and interrupts to the appropriate #' values that cause RCurl to terminate a request #' #' @param f A function. #' @export #' @example #' f1 <- function(x) { #' if (x...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/send_to_mysql.R \name{send_to_mysql} \alias{send_to_mysql} \title{send_redcap_to_mysql.R} \usage{ send_to_mysql() } \value{ a list - table has the raw data and plot has the dotplot } \description{ updates the GAMUT dashboard database tables }...
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# ui.R ui <- fluidPage( titlePanel("Installed Solar Panel Capacity by Postcode") # ,sidebarPanel( # dateInput( # 'month' # ,'Select month to display:' # ,value = '2019-02-01' # ,format = 'yyyy-mm' # ) # ,textInput('postcode','Select postcode to centre:',value = '1234') # ) ...
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Final_Code.R
rm(list = ls()) library(readr) library(kknn) library(gbm) library(mosaic) set.seed(79643) df_spotify <- read_csv("songDb.csv") genres <- read_table("genre_dataset.txt", col_names = c('Genre')) #Data cleaning df_clean <- na.omit(df_spotify) drop <- c('Uri','Name','Ref_Track', 'time_signature', 'Type', 'URL_features'...