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#!/usr/bin/env Rscript source("tool.R") source("AFC.R") openFile = function(path, type, line){ file = paste(path,"proportionType", type, sep = "") #print (file) data = read.csv(file , sep = "\t", header = TRUE) #print (data[line,]) return (data[line,]) } frequencyMatrix = function (data){ nbCol = dim(d...
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#Exercise 2 library(ggplot2) library(grid) library(gridExtra) # Set the state for random number generation in R set.seed(123) # Pick the number of observations n <- 100 # Pick the values for the intercept and the slope beta0 <- 10 beta1 <- 2 # Assume the error has a normal distribution # Pick the me...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{users} \alias{users} \title{Participant data.} \format{A data frame with 53999 observations and 3 variables: \code{user_id}, \code{sex}, and \code{birthday}.} \usage{ users } \description{ A dataset containing th...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/testTimeVariableBranches.R \name{testTimeVariableBranches} \alias{testTimeVariableBranches} \title{Evaluate evidence for temporal rate variation across tree} \usage{ testTimeVariableBranches(ephy, prior_tv = 0.5, return.type = "posterior") } ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/wiggleplotr-package.r \docType{package} \name{wiggleplotr} \alias{wiggleplotr} \alias{wiggleplotr-package} \title{wiggleplotr.} \description{ wiggleplotr. }
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d1 <- read.csv("../Model/Output/lion-1feature.csv", header=FALSE) colnames(d1) <- c("category", "feature1", "prob") ggplot(d1, aes(x=category, y=prob, fill=feature1)) + geom_bar(stat="identity", color="black", position=position_dodge()) + theme_bw() + scale_fill_brewer(palette="Accent") d2 <- read.csv("../Model...
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library(lubridate) library(dplyr) library(ggplot2) library(plotly) dat = read.csv("us_states_covid19_daily.csv", stringsAsFactors = FALSE) #View(dat) str(dat) dat$date = ymd(dat$date) trend <- dat %>% group_by(date) ggplot(trend,aes(x= date,y = positiveIncrease,fill = state)) +geom_bar(stat= 'ide...
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\name{fracMake} \alias{fracMake} %- Also NEED an '\alias' for EACH other topic documented here. \title{ Function to Create a Sequence of \code{bigq} Fractions } \description{ Feed this function a collection of numerator and denominator values; get a vector of \code{bigq} fractions suitable for use as a FRACTRAN progra...
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# Capstone Project Two: 21 models tested on the WDBC data # R Script: All Code in RMD and more # Submitted on 2019-03-12, by Thomas J. Haslam # In partial fulfillment of the requirements for the Harvard edX: # Data Science Professional Certificate # Revised (after graded) on 2019-03-14, based on peer-review ...
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\name{print.nb.test} \alias{print.nb.test} \title{Print output from \code{\link{test.coefficient}}} \usage{ \method{print}{nb.test}(x, ...) } \arguments{ \item{x}{output from \code{\link{test.coefficient}}} \item{...}{currenty not used} } \description{ We simply print out the structure of \code{x}. (Currenlty the ...
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install.packages("tidyverse") library("tidyverse") email_data <- read.csv("http://www.minethatdata.com/Kevin_Hillstrom_MineThatData_E-MailAnalytics_DataMiningChallenge_2008.03.20.csv") male_df <- email_data %>% filter(segment != "Womens E-Mail") %>% mutate(treatment = ifelse(segment == "Mens E-Mail", 1, 0)) summ...
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## PMRF Feb 2020 Report: ## Calculate intervals b/t locations ## Michaela A. Kratofil ## 05 OCT 2020 ####################################################### # load packages library(tidyverse) library(lubridate) # read in location data locs <- read.csv('Douglas Filtered/TtTag002-035_DouglasFiltered_KS_r...
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# ui.R shinyUI(fluidPage(#position = "right", titlePanel("title panel"), sidebarLayout(position = "right", sidebarPanel( "sidebar panel"), mainPanel("main panel") ) ))
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library(shiny) library(tidyverse) library(leaflet) library(shinythemes) library(ggthemes) library(sf) library(DT) library(plotly) CHVIdata <- readRDS("~/GitHub/CHVIr/CHVIz/chviCountyTidyRace.RDS") tri <- {CHVIdata %>% filter(def == "Projected number of extreme heat days" & strata %in% c("2085", 2085, "none") ...
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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(shiny) ? sliderInput() # Define UI for application that draws a histogram ui <- fluidPage( #textInput...
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library(ArchR) args = commandArgs(trailingOnly = TRUE) ncore <- as.numeric(args[1]) arrowfile <- args[2] nrep <- args[3] timefile <- args[4] genome <- args[5] # load archr project for downsampling level proj <- loadArchRProject(path = arrowfile) # set threads addArchRThreads(threads = ncore) addArchRGenome(genome) ...
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\name{RSiena-package} \alias{RSiena-package} \alias{RSiena} \docType{package} \title{ Simulation Investigation for Empirical Network Analysis } \description{ Fits statistical models to longitudinal sets of networks, and to longitudinal sets of networks and behavioral variables. Not only one-mode networks but ...
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#' Tidy a `radf_obj` object #' #' Summarizes information about `radf_obj` object. #' #' @param x An object of class `radf_obj`. #' @param format Long or wide format (default = "wide"). #' @param panel If TRUE then returns the panel statistics #' @param ... Further arguments passed to methods. Not used. #' #' @...
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# Data Workflow, same. install.packages("triangle") library("triangle") gen_beerbowl <- function() { gen_dat <- data.frame(x1=c(rtriangle(250,0,7,01.2),rep(0,250))) gen_dat$x2 <- gen_dat$x1^2 gen_dat$x3 <- gen_dat$x1^3 gen_dat$y <- 191.6 + 11.55*gen_dat$x1 + -6*gen_dat$x2 + 0.4*gen_dat$x3 + rnorm(500,0,18) ...
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## FUNCTIONS EXPLORING MISSINGNESS #' Function to create a matrix with the percent of observations missing in each variable #' in a data frame or tibble grouped by another variable (generally appl_year) #' #' @param dat tibble or data frame #' @param varname grouping variable #' @param round_digits number of digits f...
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#' Calculate a streak. #' #' @export calc_streak <- function(x) { y <- rep(0,length(x)) y[x == "H"] <- 1 y <- c(0, y, 0) wz <- which(y == 0) streak <- diff(wz) - 1 return(streak) }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/session.R \name{get_execution_role} \alias{get_execution_role} \title{Return the role ARN whose credentials are used to call the API.} \usage{ get_execution_role(sagemaker_session = NULL) } \arguments{ \item{sagemaker_session}{(Session): Curr...
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############################################################################# ### logistical normal multinomial distribution simulation ##### ### Given one tree structure and sample depth, on leafs it will follow##### ### logistical normal multinomial distribution. Correspond to the tree, ##### ### choo...
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full <- read.csv2(file = file.choose(new = FALSE)) cat <- "StudentMC1" output <- paste0(cat,".gift") write("\n",file=paste(output),append=FALSE) #deletes file! for (i in 1:dim(full)[1]){ df <- full[i, ] attach(df) subcat <- ifelse(is.na(Einheit),"uncategorized",Einheit) numT <- sum...
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define_M_regularisation <- function(M_regularisation, n_way, tau, A, A_m, n, p = NULL, K = NULL, J = NULL, M_K = NULL, M_J = NULL, Proj_K = NULL, Proj_J = NULL) { if (n_way){ switch(M_regularisation, ############################### ## non_kronecker_RGCCA ## ############################### ...
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# functions! # roll <number> <sided> dice # e.g. roll 3 8 sided dice: roll(8, 3) # e.g. roll 1 20 sided die: roll(20) roll <- function(sided = 20, number = 1){ stopifnot(is.numeric(number)) stopifnot(number == round(number)) stopifnot(sided %in% c(4, 6, 8, 10, 12, 20, 100)) stopifnot(number > 0) # roll th...
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###################################################### ### IBM Watson - Code Snippet --- VERY EARLY CODE - API"S NOT FULLY AVAILALBLE YET ### Experimental Code. R Interface for IBM Watson Services ### DOCS: http://www.ibm.com/watson/developercloud/doc/conversation/ ### Before you begin you will need (1) An IBM Bluemix ...
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library(tidyverse) library(janitor) library(usethis) # nba-carmelo--------------------------------------------------------------------- nba_carmelo <- read_csv("https://projects.fivethirtyeight.com/nba-model/nba_elo.csv") %>% clean_names() %>% mutate( team1 = as.factor(team1), team2 = as.factor(team2), ...
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## creates a cached list that contains a matrix and its inverse ## which are employed by cachSolve. makeCacheMatrix <- function(x = matrix()) { m <- NULL set <- function(y) { x <<- y m <<- NULL } get <- function() x setinverse <- function(inverse) m <<- inver...
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\name{get_type} \alias{get_type} %- Also NEED an '\alias' for EACH other topic documented here. \title{ Get type of data } \description{ Get the type of the data from the dataset } \usage{ get_type(dataset) } %- maybe also 'usage' for other objects documented here. \arguments{ \item{dataset}{ list representin...
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library(nnet) allocation_procedure = function(H, pct_random, Xcov, type_var, prop_gpe, alloc_hp=TRUE, overall_imb=FALSE, seed=NA){ if(is.na(seed)==FALSE){ set.seed(seed) } nb_patients = nrow(Xcov) if(H > 1){ X = Xcov ind_cont = which(type_var=="continuous") nb_...
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library(ptstem) ### Name: stem_modified_hunspell ### Title: Stemming with small modification of Hunspell ### Aliases: stem_modified_hunspell ### ** Examples words <- c("balões", "aviões", "avião", "gostou", "gosto", "gostaram") ptstem:::stem_modified_hunspell(words)
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require(fBasics) norm.interval = function(data, variance = var(data), conf.level = 0.95) { z = qnorm((1 - conf.level)/2, lower.tail = FALSE) xbar = mean(data) sdx = sqrt(variance/length(data)) c(xbar - z * sdx, xbar + z * sdx) } f <- function(r,T,VT,UT) { exp(-r*T)*max(VT-UT, 0) } ExchangeMC <- func...
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\name{MLD} \alias{MLD} \title{ A function to calculate the MLD } \description{ This fuction calculates MLD } \usage{ MLD(samps) } \arguments{ \item{samps}{ a (non-empty) numeric vector of values to calculate MLD over, for example, bin mid points or samples take from a fitted distribution. } } \details{ FIXME - equa...
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# This script assigns a random number of pictures to each warehouse in the database num_of_warehouse <- 932 num_of_pictures <- 150 warehouse <- 1:num_of_warehouse pictures <- 1:num_of_pictures warehouse_pic <- matrix(0,1,200) for (i in 1:length(warehouse)){ z <- sample(seq(1,150),1, replace = TRUE) warehouse_pic[i] <-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/webchem-deprecated.R \name{webchem-deprecated} \alias{webchem-deprecated} \alias{cid_compinfo} \alias{aw_query} \title{Deprecated function(s) in the webchem package} \usage{ cid_compinfo(...) aw_query(...) } \arguments{ \item{...}{Parameters...
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opt33 <- eventReactive(input$RunOpt33, { cat("Opt33\n") dem = input$Dememo33 nbatchs = input$Nbatches33 niters = input$Niters33 ficout = tempfile() ficin = GenepopFile()$datapath cat(ficin) setRandomSeed(getSeed(input$randomSeed)) RPDGenotypicAllPopulationDifferentiation(fic...
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# 8장. 범주형 자료분석 # 8-1. 적합도 검정 # 그림 8-1 x <- seq(0, 15, by=0.01) dc <- dchisq(x, df=3) alpha <- 0.05 tol <- qchisq(0.95, df=3) par(mar=c(0,1,1,1)) plot(x, dc, type="l", axes=F, ylim=c(-0.03, 0.25), xlab="", ylab="") abline(h=0) tol.g <- round(tol, 2) polygon(c(tol.g, x[x>tol.g], 15), c(0, dc[x>tol.g], 0), col="red") te...
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test_that("can check if a date is in a runion", { rrule <- monthly(since = "2019-01-01") expect_true(alma_in("2019-01-01", rrule)) expect_false(alma_in("2019-01-02", rrule)) }) test_that("is vectorized", { rrule <- monthly(since = "2019-01-01") expect_identical(alma_in(c("2019-01-01", "2019-01-02"), rrule)...
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## Marcel Kropp ## 09.06.2019 ## Shiny Application, Gapminder ## Following the book: Web Application with Shiny R (Breeley, 2018) library(leaflet) library(DT) library(shinyjs) fluidPage( # we need to define the CSS in the head of the HTML using tabs$head: tags$head( tags$style(HTML(".redText { ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/extractData.R \name{extractData} \alias{extractData} \title{Extract Data} \usage{ extractData( GADSdat, convertMiss = TRUE, convertLabels = "character", dropPartialLabels = TRUE, convertVariables ) } \arguments{ \item{GADSdat}{A \co...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/functional.R \name{\%tail_while\%} \alias{\%tail_while\%} \title{tail_while combinator which returns tail elements while predicate is TRUE (infix version)} \usage{ x \%tail_while\% p } \arguments{ \item{x}{vector to filter} \item{p}{predicat...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mzrtsim.R \name{mzrtsim} \alias{mzrtsim} \title{Generate simulated count data with batch effects for npeaks} \usage{ mzrtsim( ncomp = 100, fc = NULL, ncond = 2, ncpeaks = 0.1, nbatch = 3, nbpeaks = 0.1, npercond = 10, nperbatc...
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#' Cacluate Parents Total Genetic Value #' #' This function esimates the total genetic value of parents produced from the create_parents function #' @param parents The object that is returned from the create_parents function #' @param map.info The object returned from create_map function #' @param A Value assigned to t...
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## require(losmix) ## require(testthat) ## require(numDeriv) source("losmix-testfunctions.R") context("Single mNIX") test_that("Sufficient statistics are the same in R and TMB", { ntests <- 10 suff_names <- c("yy", "Xy", "XX", "N") for(ii in 1:ntests) { N <- sample(10:20, 1) p <- sample(3:5, 1) X <-...
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#' Calculate mean and median with bootstrapped confidence intervals. #' #' This function returns the bootstrapped mean and median, #' and the respective confidence intervals, of the supplied numeric vector. #' @param x A vector of numerical values. #' @param p.level A number giving the level of confidence for the inte...
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################ ## beta_S_PIE # ################ # 10 plots ##### ############### # only Scenario II: "Het + Age" # just Beta S require(tidyr) require(dplyr) require(ggplot2) #require(ggridges) #require(grid) require(reshape2) ############# # Data ##### ############# load("Cleaned_Data/Scen2_All_Native_BetaS_anov...
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library(readxl) suppressPackageStartupMessages(library(xlsx)) library(ggplot2) #library(Stuff) library(knitr) library(reshape) library(biotools) suppressPackageStartupMessages(library(psych)) suppressPackageStartupMessages(library(caret)) library(MVN) library(klaR) library(Rmisc) library(Hotelling) library...
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# Contains the support functions #' @include platforms.R NULL setOldClass("RODBC") setOldClass("FLConnection") cleanNames <- function(x){ ##change factors to strings if(is.factor(x) || class(x)=="Date") x <- as.character(x) if(is.character(x)) x <- gsub("^ +| +$","",x) x } sqlError ...
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## makeCacheMatrix creates a special matrix object, and then cacheSolve ## will calculate the inverse of the matrix. ## If the matrix inverse has already been calculated, it will instead ## find it in the cache and return it instead of calculating it again makeCacheMatrix <- function(x = matrix()) { inv = NULL ...
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# plot trees as multivariate graphics # setClass("branch",representation(LR="numeric", w="numeric",h="numeric",El="numeric",LeafL="branch",LeafR="branch",Bole="numeric"), prototype(LR=0,w=0,h=1,El=0,LeafL=NULL,LeafR=NULL,Bole=2)) setMethod("show", "branch",function(object){ cat("Tree with ",length(object@El...
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# nocov start #' @description #' pkgdepends is a toolkit for package dependencies, downloads and #' installations, to be used in other packages. If you are looking for a #' package manager, see [pak](https://github.com/r-lib/pak). #' #' @includeRmd tools/doc/README-body.Rmd "_PACKAGE" fix_check <- function() { R6:...
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cool_theme <- theme(panel.border = element_blank(), panel.grid.major = element_blank(), panel.grid.minor = element_blank(), axis.line = element_line(colour = "black", size = 1), axis.ticks = element_line(colour = "black", size = 2), axis.text = element_text(size=10), ...
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# Sequence numbers in R x <- seq(1,10) x x<- seq(1,10,length=100) x x<- c(seq(1,10,length=5),30,40) x x<- rep(seq(1,3,length=.5),3) x x<-rep(seq(1,3,0.5),each=3) x # Random number x <- sample(100,12) x y<- 1:100 n<- sample(y,5) n m<- sample(10,50, replace = TRUE) m n<- sample(10,50, replace = TRUE) n p<- s...
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# update-rt-data by copying it from the Rt folder library(here) library(covid.german.forecasts) locations <- c("Germany", "Poland") date <- latest_weekday() for (location in locations) { file_names <- c("summarised_estimates.rds", "estimate_samples.rds", "model_fit.rds", "model_args.rds", "repor...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/echarty.R \name{ec.theme} \alias{ec.theme} \title{Themes} \usage{ ec.theme(wt, name, code = NULL) } \arguments{ \item{wt}{An \code{echarty} widget as returned by \link{ec.init}} \item{name}{Name of existing theme file (without extension), or...
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require(ggplot2) data(diamonds) #************************************************************************* # 4.2 Creating a Plot * #************************************************************************* # when you use qplot(), it does a lot of things automatically...
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.First.lib<-function(lib,pkg) { require(survival) library.dynam("crq",pkg,lib) }
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#!/usr/bin/Rscript suppressMessages(library(RSQLite)) suppressMessages(library(glue)) suppressMessages(library(stringr)) suppressMessages(library(DataCombine)) # Setting Help 'usage: parse_sql.R [--input=<file> --start=<int> --end=<int> --fofn=<file> --regex=<chr> --type=<chr> --prefix=<chr> --outdir=<chr>] options: ...
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#Nomor 1 rule11 <- function(x){ return(1 / (2*sqrt(x))) } rule11(4) #Nomor 2 library(Ryacas) x <- Sym("x") #2.1 Simplify(deriv(2*x^5, x)) #2.2 Simplify(deriv(x^2 + 4, x)) #2.3 Simplify(deriv(x^5 - 6*x^7, x))
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# MSD calculation for scaled position coordinates xs, ix . ### First define a function to do the calculation for one temeprature. MSD_scaled_g1_one_temp=function(path="~/Dropbox/lammps/PMMA_long/atom300",filename="atom.300_long2",polymer="PMMA_long" ,num_mol=64,molecule_atoms=602,molec...
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library(randomForest) library(ranger) library(caret) #---------------- Set location-------------------- setwd("C:/Users/xieli/Desktop/850 project") # read our sector CVS data_sectors <- read.csv('GICS.csv',header=TRUE,stringsAsFactors=FALSE) sector_names_list <- unique(data_sectors$Sector) #------ load all ...
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examples.modify = function(a=0,K=0,n=0,x=0,y=0) { library(microbenchmark) K = 3 n = 10 dt = data.table(a= sample(1:3,n,replace=TRUE), b= sample(1:100,n,replace=TRUE), x=rnorm(n)) df = as.data.frame(dt) # Set x to 100 where a==2 modify(dt,a==2, y=x+100, z=y+K) m...
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\name{simulate.mpt} \alias{simulate.mpt} \title{Simulate Responses from MPT Models} \description{ Simulates responses from the distribution corresponding to a fitted \code{mpt} model object. } \usage{ \method{simulate}{mpt}(object, nsim, seed, pool = TRUE, \dots) } \arguments{ \item{object}{an object of class \co...
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#' @export hcrPlot <- function(B,mF,USR,LRP,RR,yrs,ylims=NULL,xlims=NULL) { if(is.null(ylims)) ylims = c(0, (max(mF,RR)*1.05)) if(is.null(xlims)) xlims = c(0, (max(B,USR)*1.05)) plot( B, mF, type="b", xlim=xlims, ylim=ylims, col="darkorange", cex=0.8, lwd=2, xlab="", ylab="", pch=20,...
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PlotMLTreeIncPoorAndRef_13-10-16.R
# Load the ape package library(ape) library(geiger) # For the tips function library(plotrix) # Set the path path <- "C:/Users/Joseph Crisp/Desktop/UbuntuSharedFolder/Woodchester_CattleAndBadgers/NewAnalyses_13-07-17/" ################################### # Get the Maximum Likelihood Tree # ##################...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/player.R \name{ov_video_player} \alias{ov_video_player} \title{Video player tag element} \usage{ ov_video_player( id, type, controls = FALSE, version = 1, controller_var = paste0(id, "_controller"), with_js = FALSE, ... ) } \arg...
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testing_ideas_about_analysis.R
# testing the idea of having unique individual UOF on citizens library(tidyverse) library(ggrepel) # for some ggplot visual improvements testing_uof <- read_csv("../CleanData/UOF/cleanedUOF_withGeoLocation_andFormattedDate.csv") View(testing_uof) # colnames(testing_uof) uof_ <- testing_uof %>% group_by( lo...
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plot3.R
library(dplyr) #step 0: downlaod files zipUrl <- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" zipFile <- "household_power_consumption.zip" if (!file.exists(zipFile)) { download.file(zipUrl, zipFile, mode = "wb") } # unzip zip file containing data if data directory doesn't...
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myDF <- data.frame(rank = c(1,1,1,1,1,2,2,2,2,2,3,3,3,3,3,1,1,1,1,1,2,2,2,2,2,3,3,3,3,3,1,1,1,1,1,2,2,2,2,2,3,3,3,3,3,1,1,1,1,1,2,2,2,2,2,3,3,3,3,3,1,1,1,1,1,2,2,2,2,2,3,3,3,3,3), year = c(1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1,2,3,4,5,1...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/GSE33335.R \docType{data} \name{GSE33335} \alias{GSE33335} \title{GSE33335} \format{A Summarized Experiment object with 17025 genes and 50 samples (25 cases and 25 controls). The column outcome in the colData corresponds to the outcome that w...
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library(rgdal) library(dplyr) library(rgeos) library(ggplot2) #you neeed to make sure the merge/join column in your csv has the same name as the column in your shapefile. # Looking at at the attribute table in QGis will give you this info. #at present this works for .shp files only. # your .shp (and accompanying fi...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/create_NMEA_files.R \name{create_NMEA_files} \alias{create_NMEA_files} \title{Create NMEA files with LAT/LON for Derive TEOS-10} \usage{ create_NMEA_files(rodbc_channel = NA, haul_csv = NA, vessel, region, year) } \arguments{ \item{rodbc_chan...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.tools.R \name{l.cap} \alias{l.cap} \title{l.cap} \usage{ l.cap(v, lbnd = -Inf, ubnd = Inf) } \arguments{ \item{v}{- A list input.} \item{lbnd}{- The lower bound. Defaults to -Inf.} \item{ubnd}{- The upper bound. Defaults to Inf} } \val...
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# Automatically generated by openapi-generator (https://openapi-generator.tech) # Please update as you see appropriate context("Test Bot") model.instance <- Bot$new() test_that("user_id", { # tests for the property `user_id` (AnyType) # uncomment below to test the property #expect_equal(model.instance$`user_...
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lynx.vitals.r
# Vital rates taken from Carroll 2007 # Multiplier for demographic cycling fecund <- c(1,0.8,0.2,0.25,0.25,0.25,0.25,0.4,0.6) surv <- c(1,0.89,0.67,0.56,0.56,0.56,0.56,0.67,0.89) mean.fecund <- mean(fecund) mean.surv <- mean(surv) # Max values surv.max <- c(0.77,0.77,0.99,0.99,0.99,0.44) fecund.max <- c(0,2.4,2.4,...
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source("https://bioconductor.org/biocLite.R") install.packages(c("tidyverse","ggplot2","Hmisc","plotrix","png", "Matrix", "RJSONIO", "cowplot", "devtools","foreign","latticeExtra","car","rstatix", "ggpubr"),repo=paste0("https://mran.microsoft.com/snapshot/",format(Sys.Date(), format="%Y-%m-%d")))
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data preprocess.R
dataset = read.csv('Data.csv') dataset #taking care of missing dataset dataset$Age = ifelse(is.na(dataset$Age),ave(dataset$Age, FUN= function(x) mean(x,na.rm = TRUE)),dataset$Age) dataset$Salary = ifelse(is.na(dataset$Salary),ave(dataset$Salary, FUN= function(x) mean(x,na.rm = TRUE)),dataset$Salary) # Encodi...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/matrixt.R \name{rmatrixinvt} \alias{rmatrixinvt} \alias{dmatrixinvt} \title{Distribution functions for matrix variate inverted t distributions} \usage{ rmatrixinvt(n, df, mean, L = diag(dim(as.matrix(mean))[1]), R = diag(dim(as.matrix(mean)...
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features <- read.table("UCI HAR Dataset/features.txt") labels <- read.table("UCI HAR Dataset/activity_labels.txt") train <- read.table("UCI HAR Dataset/train/X_train.txt") train.labels <- read.table("UCI HAR Dataset/train/y_train.txt") train.subjects <- read.table("UCI HAR Dataset/train/subject_train.txt") names(train...
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M_constraint_root_ocn.R
### Function for nutrient N constraint in medium term ie passive, leaching, wood considered # specifically for uptake as a function of root - O-CN approach # i.e. N uptake as a saturating function of mineral N M_constraint_root_ocn <- function(df, a, C_pass, C_slow, Nin_L) { # passive pool burial s_coef ...
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ML-Desafio.R
library(tidyverse) library(tidymodels) library(ggplot2) library(skimr) library(stats) library(doParallel) cores = 5 base_adult <- read_rds("data/adult.rds") glimpse(base_adult) base_adult$workclass <- as.factor(base_adult$workclass) base_adult$education <- as.factor(base_adult$education) base_adult$marital_status ...
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Meta_Permutation.R
ReadPermu_Header<-function(File.MPermu){ con = file(File.MPermu, "rb") header<-readBin(con, integer(), n = 10, size = 8) # n.permu, n.all, n, nSets, nSNPs, nSNPs.unique re = list(con=con, n.permu=header[2], n.all=header[3], n=header[4], nSets=header[5], nSNPs.unique=header[6]) if(header[1] != 1){ ...
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select.R
############################ Project: Main Code ################################# ##### Description: ##### ### This is the main code of the generic algorithm that attempts to solve the variable selection problem. ##### Input: ##### ### Training Set: (X, y) (User Defined) ##### ### genePool: size/# of individuals of th...
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## load packages library(zoo) library(xts) library(ggplot2) library(reshape2) library(forecast) library(DT) library(plotly) library(lubridate) library(dplyr) library(tidyr) # library(highcharter) # input$[variable] to use variable in ui.R # EX: input$store -> to use a variable "store" in ui.R ############### source("....
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##### Chargement de base .onAttach <- function(libname, pkgname) { msg <- paste("\n************************************************\n", "************************************************\n", "THE PACKAGE adehabitat IS NOW DEPRECATED!!!!!!!\n It is dangerous to use it, as bugs will n...
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## Part 0 - This code downloads the data if you're starting from scratch # if (!file.exists('data')) dir.create('data') # download.file('https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip', # 'rawDatasets.zip') # dateDownloaded <- date() # # ## unzip files # unzip('.\\...
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#' #' #### Example exercise: Trip production of 57 Traffic Assignment Zones of Chicago in 1960's. #' #' **Your task**: Estimate a linear regression model that predicts trips per occupied dwelling unit. #' #' #### Variables: #' #' * `TODU`: Motorized Trips (private car or Public Transportation) per occupied dwell...
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read.Boolean.functions.C<-function(file=NULL,Lines=NULL){ if(length(Lines)==0) Lines <- readLines(file, -1) Lines <- gsub("#.*", "", Lines) #remove comments Lines <- Lines[nchar(Lines) > 0] #Create .cpp: write("","Boolean_func_C.cpp") add_header("Boolean_func_C.cpp") nodes<-unlist(lappl...
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vars<-c("mpg","hp","wt") head(mtcars[vars]) summary(mtcars) var(mtcars) sapply(mtcars, var) sapply(mtcars, sd) library(Hmisc) describe(mtcars) mtcars$am library(vcd) attach(Arthritis) mytable<-xtabs(~Treatment+Improved,data=Arthritis) chisq.test(mytable) library(randomForest) set.seed(...
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setwd("C:/Users/rumi/Desktop/") ## reading in coreCTLs #Cores_daisy <- read.table("Screen_recent/Screens/drugZ_V1/Output/core_drugZV1.txt", header = T, stringsAsFactors = F) ## selecting mid timepoint data for all screen, except OVA_QR col_index=which(!grepl("OVA_QR",colnames(gene_data_table.combined)) & ...
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MacroPCApredict <- function(Xnew, InitialMacroPCA, MacroPCApars = NULL) { # Added a check whether the number of columns of Xnew # matches that of InitialMacroPCA, and cleaned up code. if (is.null(MacroPCApars)) { MacroPCApars = InitialMacroPCA$MacroPCApars } else { if (!is.list(MacroPCApars)) ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/combineKeepRF.R \name{combineKeepRF} \alias{combineKeepRF} \title{Combine mpcross objects, keeping recombination fraction data} \usage{ combineKeepRF( object1, object2, verbose = TRUE, gbLimit = -1, callEstimateRF = TRUE, skipVali...
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### ----------------------------- STEP I -------------------------------------------- ##----------------------- Data Input and Preprocessing ------------------------------ setwd("D:/UNI/4TH YEAR/RESEARCH/Codes/Arabidopsis") library(WGCNA) options(stringsAsFactors = FALSE) #Reading data exp = read.csv('data_pr...
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setwd("~/GitHub/R-EnrolViz/data") seeplot <- function(x) { rawdataset <- read.csv("trial.csv") dataset <-na.omit(rawdataset) enrolments <- c(sum(dataset$YearLeft=="2011"),sum(dataset$YearLeft=="2012"),sum(dataset$YearLeft=="2013"),sum(dataset$YearLeft=="2014")) colors<-c("red","green","yellow","blue") barplot(enrolment...
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library(AlphaSimR) ### Name: meanP ### Title: Mean phenotypic values ### Aliases: meanP ### ** Examples #Create founder haplotypes founderPop = quickHaplo(nInd=10, nChr=1, segSites=10) #Set simulation parameters SP = SimParam$new(founderPop) SP$addTraitA(10) SP$setVarE(h2=0.5) #Create population pop = newPop(foun...
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# Program to determine which new objects were created in an R session so that the ones that are temporary can be removed. work.path <- c('/Volumes/Macintosh_HD_3/genetics/genenetwork2/') setwd(work.path) # Include sourced programs here. source.prog <- data.frame(rcode='func_cbind_na', 'fun...
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#' Add a light to a Unity scene #' #' This function creates light objects within a Unity scene. This function can #' only add one light at a time -- call the function multiple times to add #' more than one light. #' #' @param light_type One of "Directional", "Point", "Spot", or "Area". See #' <https://docs.unity3d.com/...
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#Date: 18.1.2017 #Author: Matouš Pilnáček - Public Opinion Research Centre, Czech Academy of Science #E-mail: matous.pilnacek@soc.cas.cz #Description: Multidimensinal scaling of voters by party and clusters of undicided voters #--------------Load data---------------- library(foreign) cvvm = read.spss(file = "./data/V...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data_student_equity.R \docType{data} \name{student_equity} \alias{student_equity} \title{Fake data on student equity} \format{ A data frame with 20,000 rows: \describe{ \item{Ethnicity}{ethnicity (one of: \code{Asian}, \code{Black}...