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check.surv <- function(enter, exit, event, id = NULL, eps = 1.e-8){ ## The '.Fortran' version. ########################## n <- length(enter) if (length(exit) != n)stop("Length mismatch (enter/exit)") if (length(event) != n)stop("Length mismatch (enter/event)") if(!is.null(id)) if (length(id) != ...
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elec = read.csv("household_power_consumption.csv", sep=";", na.strings="?") elec$Date <- as.Date(elec$Date, "%d/%m/%Y") elecPower<- subset(elec, elec$Date == "2007-02-01" | elec$Date == "2007-02-02") elecPower$DateTime<-paste(elecPower$Date,elecPower$Time) elecPower$DateTime<-strptime(elecPower$DateTime, "%Y-%m-%...
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#' tmParallel functions for performance testing #' #' Some functions usefull for performance testing - with diffrent implementations #' for creating DocumentTermMatrix or TermDocumentMatrix #' #' For parametrs lists see \likn{ParallelDocumentTermMatrix} #' #' @rdname tmParallelPerformanceTesting DocumentTermMatrixOrig...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/chk-composite.R, R/err-composite.R \name{chk_omitted} \alias{chk_omitted} \alias{chk_not_omitted} \alias{err_omitted} \alias{err_not_omitted} \title{Check whether dimension(s) identified by an index are omitted, or not omitted, according to '...
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######Análisis Matriz OD Encuesta de movilidad 2015 #Se cargan librerias para transformación y visualizaciones library(tidyverse) library(readxl) library(sf) library(tmap) library(tmaptools) library(stplanr) library(circlize) ######## Heatmaps demanda####### # Carga de acap con ZATs, proyección en SRID 4326 longlat WG...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/tissue_scale.R \name{tissue_scale} \alias{tissue_scale} \title{Allometric scaling.} \usage{ tissue_scale(height_ref, height_indiv, tissue_mean_ref) } \arguments{ \item{height_ref}{Reference height in cm.} \item{height_indiv}{Individual heigh...
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library(fslr) ### Name: fslrange ### Title: Get range of an image ### Aliases: fslrange ### ** Examples if (have.fsl()){ mnifile = file.path(fsldir(), "data", "standard", "MNI152_T1_2mm.nii.gz") fslrange(mnifile) }
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library(EHRtemporalVariability) ### Name: plotIGTProjection ### Title: Information Geometric Temporal plot ### Aliases: plotIGTProjection plotIGTProjection,IGTProjection-method ### ** Examples load(system.file("extdata", "variabilityDemoNHDSdiagcode1-phewascode.RData", package="EH...
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#' T hypothesis test. #' #' This function implements one sided and two sided T hypothesis tests. #' #' @param x Numeric input of the data set. #' @param alternative String input indicating whether the hypothesis is "less", "greater", or "two-sided". #' @param mu Numeric indicating the mean (mu) that is being tested aga...
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# Some helper functions for mixture model analysis # # Date: # Revised: February 15, 2015 # # Author: Jiarui Ding <jiaruid@cs.ubc.ca> # Department of Computer Science, UBC # Department of Molecular Oncology, BC Cancer Agency # #============================================================================== Mix...
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library(SpatialExtremes) ### Name: condmap ### Title: Produces a conditional 2D map from a fitted max-stable process ### Aliases: condmap ### Keywords: hplot ### ** Examples ##Define the coordinate of each location n.site <- 30 locations <- matrix(runif(2*n.site, 0, 10), ncol = 2) colnames(locations) <- c("lon", "l...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/myriad.r \name{theme_myriad_new} \alias{theme_myriad_new} \title{theme_myriad_semi} \usage{ theme_myriad_new(base_family = "Myriad Pro SemiCondensed", base_size = 11) } \arguments{ \item{base_family, base_size}{base font family and size} } \d...
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## The following functions will cache the inverse of a matrix(assuming that the matrix provided is invertable)rather than computing it repeatedly. This will save time for computing the inverse of the matrix, every time the inverse is needed. ## The makeCacheMatrix function creates a "matrix" object that ...
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library(igraph) library(Matrix) # i) View data collection View(onemode) #plot netgraph = graph.data.frame(onemode, directed = T) plot(netgraph,edge.arrow.size=.7) # ii) Basic Networks matrices transformations # adjacency matrix mode1 = matrix(netgraph[],6,6) #get.adjacency(netgraph) #optional t(mode1)) # Sum # to...
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# 6/11/18 : Giants vs __OPPONENT__ : Jeremie Rehak # 148 pitches were called strikes/balls # The robot-ump called 38 of those pitches as called strikes & 110 as balls # Jeremie Rehak called 37 of those pitches as called strikes & 111 as balls # Accuracy: 95% Jeremie_Rehak <- read.csv("~/Desktop/Analyzing Baseball...
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library(aire.zmvm) ### Name: download_meteorological ### Title: Download Meteorological Data Archives ### Aliases: download_meteorological ### ** Examples ## Not run: ##D head(download_meteorological(2017)) ## End(Not run)
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#' @title Import and clean raw Argos locations data (multiple files) #' @description Import and clean raw Argos locations data(multiple files). #' #' @param files Vector of filenames to read #' #' @return A data frame with 7 variables #' #' @export #' #' @examples #' ## See vignette #' stack_files <- function(files) ...
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# Adapted from: https://github.com/benhamner/Metrics/blob/master/R/R/metrics.r#L181 # Compute the mean average precision at 3 map3 <- function(actual, predicted, returnScores=FALSE) { scores <- rep(0, length(actual)) scores[predicted[,1]==actual] <- 1 scores[predicted[,2]==actual] <- 1/2 scores[predicted[,3]=...
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## Fetches all the dataset data <- read.csv("household_power_consumption.txt", na.string="?", sep=";") ## Take data between "2007-02-01" & "2007-02-02" data <- data[(data$Date=="1/2/2007" | data$Date=="2/2/2007"),] # Combine Date and Time data$DateTime <- strptime(paste(data$Date, data$Time, sep=" "), ...
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\name{renderSubNetSimple} \alias{renderSubNetSimple} %- Also NEED an '\alias' for EACH other topic documented here. \title{ renderSubNetSimple } \description{ %% ~~ A concise (1-5 lines) description of what the function does. ~~ } \usage{ renderSubNetSimple(NodeName, sampleName, GeneName, intome = intome, gisticCopyCa...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{convert_to_numeric} \alias{convert_to_numeric} \title{Convert a vector to numeric, giving an informative warning.} \usage{ convert_to_numeric(x, name, warn = TRUE) } \arguments{ \item{x}{Vector} \item{name}{Name of object (for ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sen_senator.R \name{sen_senator} \alias{sen_senator} \title{Downloads and tidies persnonal information on senators from the Federal Senate} \usage{ sen_senator( id = NULL, affiliations = TRUE, mandates = TRUE, absences = FALSE, asci...
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suppressWarnings(suppressMessages(library(e1071))) suppressWarnings(suppressMessages(library(parallel))) suppressWarnings(suppressMessages(library(preprocessCore))) suppressWarnings(suppressMessages(library(colorRamps))) suppressWarnings(suppressMessages(library(bapred))) suppressWarnings(suppressMessages(library(data....
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## DATA PREP TITLE ## Data Source # Source Name # Link: # Downloaded: # Timeseries: # Format: # Notes here ## Summary library(tidyverse) library(plotly) library(viridis) library(validate) ## Read in Data ## Tidy: Select subset, clean up data tables, fix strings, fix class ## Wrangle: Join, combine, ## S...
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args = commandArgs(trailingOnly=TRUE) if(length(args) != 1) { stop("need file name") } library(ROCR) f = args[1] d = read.delim(f) pred = prediction(d[,2], d[,1]) perf = performance(pred, "tpr", "fpr") perf.auc = performance(pred, "auc") print(perf.auc) plot(perf)
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#' @export program_on_path <- function(program) { logi <- ifelse(Sys.which(program) == "", FALSE, TRUE) if(!logi) stop(program, " not installed on system path!") }
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library(readxl) library(data.table) library(ggplot2) library(tidyr) datAmylose <- read_excel("data/2021-09-23AmyloseContent.xlsx", sheet="Gene Average", range="A5:C161") names(datAmylose) <- c("plant", "id", "amylose") datAmylose <- separate(datAmylose, plant, c("G...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/githubFunctions.R \name{pm_gh_config} \alias{pm_gh_config} \title{pm_gh_config - configure github with username and email} \usage{ pm_gh_config(github_username, github_email) } \arguments{ \item{github_username}{Your username for github} \it...
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# Load Packages library("readxl") library("ggplot2") library("tidyverse") # Load Dataset sectors <- read_excel("datasets/National_Sector_Dataset.xls") # Convert Sector Numbers to Names sectors$NAICS_SECTOR <- gsub(11, "Agriculture", sectors$NAICS_SECTOR) sectors$NAICS_SECTOR <- gsub(21, "Mining", sectors$NAICS_SECTOR...
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## test to see if both make it to NAMESPACE # income -- R functions for income distribution analysis # v 0.1 1998/01/07 mjantti@abo.fi # Goals: # This library will supply standard methods for income distribution # research, including # - (relative, absolute and generalized) inequality and poverty indices # - (relative,...
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hpc<- read.csv("household_power_consumption.txt", sep= ";", na.strings="?") library(dplyr) library(lubridate) hpc$DateTime <- dmy_hms (paste(hpc$Date, hpc$Time)) hpc2 <- filter(hpc, DateTime %within% new_interval(ymd("2007-02-01"), ymd_hm("2007-02-02 23:59"))) plot(hpc2$DateTime, hpc2$Sub_metering_1, xlab= "", yla...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pk.calc.simple.R \name{pk.calc.clast.obs} \alias{pk.calc.clast.obs} \title{Determine the last observed concentration above the limit of quantification (LOQ).} \usage{ pk.calc.clast.obs(conc, time, check = TRUE) } \arguments{ \item{c...
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# SNP association scan library(qtl2) url <- "https://raw.githubusercontent.com/rqtl/qtl2data/master/ArabMAGIC/" url <- "~/Code/Rqtl2/qtl2data/ArabMAGIC/" arab <- read_cross2(paste0(url, "arabmagic_tair9.zip")) arab <- drop_nullmarkers(arab) file <- "_cache/snp_asso.rds" if(file.exists(file)) { out_snps <- readR...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/canonical_name_create.R \name{canonical_name_create} \alias{canonical_name_create} \title{Create a canonical variable name for the R objects} \usage{ canonical_name_create(x) } \arguments{ \item{x}{A vector of the GESIS variable names} } \des...
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as_date_from_cql_date <- function(localdate) { as.Date(rJava::.jcall(localdate, 'S', 'toString'), tz="UTC") # to YYYY-MM-DD } as_posixct_from_cql_get_timestamp <- function(javaDate) { # getTime gives milliseconds since epoch 1970-01-01 as a Java long (64-bit signed). # we convert to seconds and give the epoch ...
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#break decisions after review down by journal j_ed_dec_data <- bias_data %>% # filter(!(country %in% c("Japan", "Taiwan, Province of China", # "China", "Singapore", "Hong Kong", # "Korea, Republic of"))) %>% filter(version.reviewed == 0) %>% filter(grouped.ver...
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\docType{data} \name{list.gene.snp} \alias{list.gene.snp} \title{Fictive list for the case-control study example containing the names of the snp for each gene included in the studied pathways} \format{A list containing the names of the SNPs belonging to each gene analysed.} \description{ Fictive list for the case-con...
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# Import table gene_presence_absence <- read.delim("~/path_to_file/filename", row.names=1) m <- as.matrix(gene_presence_absence) # Make a vector with the column sums s <- as.vector(colSums(m)) # Pairwise sums between all columns into out matrix n <- seq_len(ncol(m)) id <- expand.grid(n,n) out <- matrix(colSums(m[ , ...
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test_that("rename() works for one column", { df <- data.table(x = c(1,1,1), y = c(2,2,2), z = c("a", "a", "b")) df <- df %>% rename(new_x = x) expect_named(df, c("new_x", "y", "z")) }) test_that("rename() doesn't modify-by-reference", { df <- data.table(x = c(1,1,1), y = c(2,2,2), z = c("a", "a", "b")) ...
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# data source, assuming it is downloaded fileURL <- "household_power_consumption.txt" # create the grep command grepCMD <- paste("grep", "^[12]/2/2007", fileURL, "2>/dev/null") # get the colNames by only reading one line colNames <- colnames(read.table(fileURL, nrows=1, header=TRUE, sep=";", na.strings="?")) # read ...
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#' Calculates the hamming distance between alleles #' #' @description Used in the calculation of diversity statistics #' #' @details Authours: Chris Ward #' Calculates the hamming distance using matrix multiplication #' #' #' @param genoMat A \code{matrix} \cr #' Allele genotypes for each individual #' @param pairwiseD...
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#required packages suppressMessages(library(shiny)) suppressMessages(library(DT)) suppressMessages(library(shinydashboard)) suppressMessages(library(shinyWidgets)) suppressMessages(library(shinycssloaders)) suppressMessages(library(shinyBS)) suppressMessages(library(MesKit)) suppressMessages(library(BSgenome.Hsapiens....
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/uikit-flex.R \name{ukFlex} \alias{ukFlex} \title{UIkit Flexbox layout for shiny} \usage{ ukFlex(..., inline = FALSE, wrap = NULL, horizontal_align = NULL, vertical_align = NULL, direction = NULL, height = NULL, width = NULL, muted_backgro...
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### add and delete points from a scaterplot library(shiny) visual.cor <- function(res.s,imc, path){ ui <- fluidPage( fluidRow( div(id="container", height = 500, width = 500, actionButton("reset", "Reset"), actionButton("save", "Save"), style="position:...
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library(openair) ### Name: timePlot ### Title: Plot time series ### Aliases: timePlot ### Keywords: methods ### ** Examples # basic use, single pollutant timePlot(mydata, pollutant = "nox") # two pollutants in separate panels ## Not run: timePlot(mydata, pollutant = c("nox", "no2")) # two pollutants in the same...
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# Libraries library(vilaweb) library(tidyverse) library(databrew) library(pageviews) library(lubridate) # Read ceo data # Functions mround <- function(x,base){ base*round(x/base) } round_percent <- function(x) { x <- x/sum(x)*100 # Standardize result res <- floor(x) # Find integer bits rsum <- sum(res)...
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# Define server function -------------------------------------------------- server <- function(input, output, session) { input_new_log <- reactive( data.table( log_hours_type = input$new_log_type_hours, log_number_hours = input$new_log_number_hours, log_date = input$new_log_date, log_...
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#' ############################################################################ #' --- Day 1: The Tyranny of the Rocket Equation --- #' #' Santa has become stranded at the edge of the Solar System while delivering #' presents to other planets! To accurately calculate his position in space, #' safely align his warp d...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/taf.library.R \name{taf.library} \alias{taf.library} \title{Enable TAF Library} \usage{ taf.library(create = TRUE, quiet = FALSE) } \arguments{ \item{create}{whether to create the directory \file{bootstrap/library} if it does not already exis...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/spatialise.R \name{em38_pair} \alias{em38_pair} \title{Reconcile locations of paired data} \usage{ em38_pair(decode = NULL, time_filter = NULL) } \arguments{ \item{decode}{spatial point dataframe for a survey line produced by \code{\link{em38...
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#To run this file, save the file in the assets folder and type in R Console: #setwd("~/Documents/ICU_Frequent_Flyers-addedfiles") #source(paste(getwd(),"/assets/fileReader.R",sep='')) #Should get two dataframes: summariesFinal and nsnFinal op <- options(stringsAsFactors=F) library(dplyr) Resultsreader <- function(not...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/heatmapSpp.R \name{heatmapSpp} \alias{heatmapSpp} \title{Visualise a distance matrix using a heatmap} \usage{ heatmapSpp(distObj, sppVector, col = NULL, axisLabels = NULL, triangle = "both", showData = FALSE, dataRound = 3, dataCEX = 1) } \...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/list_recent_uploads.R \name{list_recent_uploads} \alias{list_recent_uploads} \title{List recent uploads} \usage{ list_recent_uploads(type, limit = 5, as = "data.frame", env = "production") } \arguments{ \item{type}{(character) Upload type. Ca...
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library(TOSTER) ### Name: powerTOSTone ### Title: Power analysis for TOST for one-sample t-test (Cohen's d). ### Aliases: powerTOSTone ### ** Examples ## Sample size for alpha = 0.05, 90% power, equivalence bounds of ## Cohen's d = -0.3 and Cohen's d = 0.3, and assuming true effect = 0 powerTOSTone(alpha=0.05, stat...
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#DATA ANALYSIS WITH R #SESSION#6 - Multivariate analysis#1 #Dissimilarity/similarity matrix #Broadly speaking, multivariate patterns amongst objects can either #be quantified on the basis of the associations (correlation or covariance) #between variables (species) on the basis of similarities between objects. #The fo...
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# Makeslides system("pandoc -s -S -i -t slidy statsDCslides.md -o KnowlesStatsDCslides2012.html --self-contained")
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# run in data/correlation study energyOptTable <- read.table("ConnectivityAndAllenExpressionMatrixPair.NewEnergies.out.topList.txt") energy <- as.matrix(energyOptTable) dim(energy) length(energy[energy==0]) #region classification regionClassification <- read.csv("RegionClassificationABAMSOut.csv", row.names=1) #make ...
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library(easyPubMed) ### Name: trim_address ### Title: Trim and Format Address Information ### Aliases: trim_address ### ** Examples addr_string <- " 2 Dept of Urology, Feinberg School of Medicine," addr_string <- paste(addr_string, "Chicago, US; Dept of Mol Bio as well...") addr_string trim_address(addr = addr_str...
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# setwd("C:/Users/JM/thesis/mark_work/FIG/eQTLsnps") setwd("C:/Users/JM/thesis/mark_work/FIG/allelicSNPs") ## data input # filename1 = "fishersresults_enrichment-tfm-sf-yaoorder.txt" # filename1 = "fishersresults_enrichment-tfp-sf-yaoorder.txt" filename1 = "proportions_AS_rare_lt005_no0bins_noCDS.txt"; # filena...
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library(mongolite) library(RJSONIO) today <- as.Date("2015-01-01") get_result4433 <- function(type){ type <- fromJSON(type) if(type[[1]]=="4433_100"){ data_4433_100<-get_4433data(type[[1]],today); toJSON(data_4433_100) }else if(type[[1]]=="4433"){ data_4433<-get_4433data(type[[1]],today...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/resp.R \name{response} \alias{response} \title{Create a new HTTP response} \usage{ response( status_code = 200, url = "https://example.com", method = "GET", headers = list(), body = raw() ) } \arguments{ \item{status_code}{HTTP stat...
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max_mis <- function(x){ varclass <- class(x) suppressWarnings(x <- max(x, na.rm=TRUE)) if(varclass == "integer"){ ifelse(!is.finite(x), NA_integer_, x) } else if(varclass == "numeric") { ifelse(!is.finite(x), NA_real_, x) } }
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# Loading the data data <- mtcars # Output rows where column mpg is between 15 and 20 (excluding 15 and 20) data[(data$mpg>15 & data$mpg<20),] # Output rows where column cyl = 6 and column am = 0 data[(data$cyl == 6 & data$am == 0),] # Output rows where column cyl = 6 and column am = 0 data[(data$cyl == 6 & da...
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context("Page test") test_that("Exact p-value calculation", { expect_equal(1, page.compute.exact(6, 4, 224)) expect_equal(0.03932265, page.compute.exact(6, 4, 322)) expect_silent(page.test(rbind(1:10, 1:10), verbose=FALSE)) }) test_that("Approximate p-value calculation and border conditions", { expect_error(pag...
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p_ottawa_releases_2018_2021_annual <- ggplot(ottawa_police_pressers_annual,aes(x=year_date,y=total_count)) + geom_bar(stat="identity", fill=wfp_blue) + geom_text( aes( x=year_date, y=total_count, label = paste(count, sep = "") ), vjust=-1, # fontface="bold", size=4 ) + sca...
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# klaR: Classification and Visualization library(klaR) # InformationValue: Performance Analysis and Companion Functions for Binary Classification Models library(InformationValue) data(GermanCredit) train_kfold<-sample(nrow(GermanCredit),800,replace = F) train_kfolddata<-GermanCredit[train_kfold,] #提取样本数据集 test...
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power <- read.csv("household_power_consumption.txt",sep=";",na.strings = "?", colClasses = "character") power$Date <- as.Date(power$Date, "%d/%m/%Y") power_sub <- subset(power, power$Date==as.Date("1/2/2007", "%d/%m/%Y") | power$Date==as.Date("2/2/2007", "%d/%m/%Y")) power_sub$Time <- strptime(paste(power_sub$Date, po...
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#load packages pack <- function(pkg){ newpkg <- pkg[!(pkg %in% installed.packages()[, "Package"])] if (length(newpkg)) install.packages(newpkg, dependencies = TRUE) sapply(pkg, require, character.only = TRUE) } packages <- c("tidyverse", "magrittr", "sf", "tidycensus", "readxl", "units", "scal...
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testlist <- list(A = structure(c(-7.29112201956225e-304, 2.02678106771417e+301, 2.04216934546089e+301, 2.04216934546089e+301, 2.04216934553044e+301, 3.85341333796043e-255, 5.84340601505517e-310, 7.29112432744838e-304, 2.26926929822129e-309, 1.39128504575632e-309, 991208021054980096, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...
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rm(list = ls(all = TRUE)) #LOAD TRAINING SET rawTrainingData <- read.csv("C:/Users/LENOVO/Desktop/TUE Lectures/Q1/WEB IR/WebIR-Full-master/Data/SemEvalProcessed.csv", sep = ",", quote = '\"') rawTrainingData <- read.csv("~/TUE/Quartile1/IRandDM/SentimentAnalysis/WebIR-Full/Data/SemEvalWithoutNeutral.csv", sep = ",", qu...
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#function( rna ) { rna = c ( .9, .8, .7, .88, .65, .75 ); no_rna = 1 - rna; #Initialize the vector of probabilities for different number of mRNAs prob = rep( 0, length(rna)+1 ); allInds = 1:length(rna); #Zero RNAs prob[1] = prod( no_rna ); library( 'gregmisc' ) # 1 RNA for (i in 2:length(rna)){ ...
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% Copyright (C) 2017 Google, Inc. % Generated by roxygen2: do not edit by hand % Please edit documentation in R/getgeonames.R \name{GetGeoNames.GeoStrata} \alias{GetGeoNames.GeoStrata} \title{Extracts the unique names of the geos from a GeoStrata object.} \usage{ \method{GetGeoNames}{GeoStrata}(obj, groups = NULL) } \...
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load("../../data/processed/test.rda") load("../../data/processed/train_clean.rda") # read test x, subject and y from txt files # add subject and y to x test2 <- read.table("X_test.txt",row.names=NULL) testy <- read.table("y_test.txt",row.names=NULL) test2_subject <- read.table("subject_test.txt",row.names=NULL) names...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/euler_7.R \name{euler_7} \alias{euler_7} \title{Project Euler 7: 10001st prime} \usage{ euler_7(n) } \arguments{ \item{n}{An integer.} } \description{ This is a solution to \href{https://projecteuler.net/problem=7}{Euler problem 7}. } \exampl...
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###PiPrefDiv with PCA Summarization pdPCA_wrapper = function(x_tr,y_tr) { nc = ncol(x_tr) ###Subset by standard deviation sds = apply(x_tr,2,sd) x_tr = x_tr[,sds>sdCutoff] ###Load prior information and create temp directory to store dir = "./priors/" tempDir = "./tempPriors/" dir.create(tempD...
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################################################################################################################## ################################################################################################################## # Load glass door dataset ###############################################################...
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\name{inf_M} \alias{inf_M} \docType{data} \title{ Monthly inflation time series of 20 countries } \description{Monthly inflation time series of 19 countries, 1971.1~2011.12 } \usage{data(inf_M) } \format{ A data frame with 20 countries \describe{ \item{\code{AUSTRALIA}}{inflation of Austrlia} ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/api.R \name{sbif_indicators} \alias{sbif_indicators} \title{Returns available indicators} \usage{ sbif_indicators() } \description{ Returns available indicators }
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library(shiny) library(ggplot2) singleRankVector <- function(row) { return(data.frame(type = row$type, rank = row$start:row$end, weight = 1 / (1 + row$end - row$start), row.names = NULL)) } computeRankVectors <- function(subgroup, descending = TRUE) { to...
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dual_scale_plot <- function(selection, plot_title) { time_start <- min(selection$plan_date) time_end <- max(selection$plan_date) time_elapsed <- interval(time_start, time_end) duration <- ceiling(as.duration(time_elapsed) / ddays(1)) ylim_delay <- c(min(selection$delay), max(selection$delay)) ystep ...
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# Постройте столбчатую диаграмму распределения цвета глаз по цвету волос только у женщин из # таблицы HairEyeColor. По оси X должен идти цвет волос, цвет столбиков должен отражать цвет глаз. По оси Y - количество наблюдений. # # Чтобы построить столбчатую диаграмму в ggplot, вам нужно подключить нужный пакет, # затем...
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# TODO: Add comment # # Author: Scott ############################################################################### setwd("C:/Users/Scott/SkyDrive/Documents/Courses/AnalyticsEdge/Unit7/data") getwd() # [1] "C:/Users/Scott/SkyDrive/Documents/Courses/AnalyticsEdge/Unit7/data" tweets = read.csv("tweets.csv...
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\name{SortvarClust} \alias{SortvarClust} %- Also NEED an '\alias' for EACH other topic documented here. \title{ Variable ranking with LASSO in model-based clustering } \description{ This function implements variable ranking procedure in model-based clustering using the penalized EM algorithm of Zhou et al (2009). }...
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# Tutorial for GA library: https://cran.r-project.org/web/packages/GA/GA.pdf library(GA) set.seed(42); limit <- 10 objects <- 100 values <- sample(1:1000, objects, TRUE) weights <- sample(1:15, objects, TRUE) cat('\n\n+-----------------------------------+\n') cat('| Settings |\n') cat('+---...
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rm(list = ls()) t1 <- Sys.time() library(data.table) library(magrittr) library(stringr) cycles <- 6 inp <- fread('../Input/a17.txt', header = FALSE, col.names = 'input') %>% .[, input := gsub('#', 1, gsub('\\.', 0, input))] inp_matrix <- matrix(as.integer(unlist(strsplit(inp$input, ''))), ncol = nrow(inp)) %>%...
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## Bootstrap - dopasowanie danych do dystrybuanty x <- seq(0, 1, by = 0.01) boot.beta.cdf <- sapply(1:1000, function(i) { s <- sample(norm.rozwody, length(norm.rozwody), replace = TRUE) mme <- fitdist(s, "beta", "mme") p <- pbeta(x, shape1 = mme$estimate["shape1"], shape2 = mme$estimate["shape2"]) return(p) }...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/is_wd_geoplumber.R \name{gp_is_wd_geoplumber} \alias{gp_is_wd_geoplumber} \title{Helper function to determin if working dir is a geoplumber app.} \usage{ gp_is_wd_geoplumber(path = ".") } \arguments{ \item{path}{check particular path} } \valu...
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library(ape) testtree <- read.tree("282_0.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="282_0_unrooted.txt")
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/aiplatform_objects.R \name{GoogleCloudAiplatformV1ModelEvaluationSliceSlice} \alias{GoogleCloudAiplatformV1ModelEvaluationSliceSlice} \title{GoogleCloudAiplatformV1ModelEvaluationSliceSlice Object} \usage{ GoogleCloudAiplatformV1ModelEvaluati...
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## FFN (1, 4) ## RNN (7) ## LSTM (9, 8, 2) ## GRU (8, 9) rm(list = ls()) source("add/libraries.R") source("add/Functions_RNN.R") load("data/ETH_2021-05-05.rda") head(ETH) tail(ETH) # Define log returns based on closing prices logret <- diff(log(ETH$`ETH-USD.Close`)) logret <- na.omit(logret) colnames(logret) <- "...
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# Amy Solman amy.solman19@imperial.ac.uk # 28th October 2019 # Lecture 13: ANOVA ##########LECTURE THIRTEEN########## rm(list=ls()) d <- read.table("../Data/SparrowSize.txt", header = TRUE) str(d) d1 <- subset(d, d$Wing!="NA") summary(d1$Wing) model1 <- lm(Wing~Sex.1, data = d1) summary(model1) boxplot(d1$Wing~d1...
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df <- read.table("h.txt",sep = ";",skip = 66637, nrow = 2880, na.strings = "?") png(filename = "plot1.png",width = 480,height = 480) hist(df$V3,12,col="red",main = "Global Active Power", xlab = "Global Active Power (kilowatts)")
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####################################### # # Compare different clustering algorithms # # Author: Luis B. Rei # Created: 26/12/2017 # ####################################### # Clear workspace rm(list=ls()) graphics.off() library(clValid)...
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% Generated by roxygen2 (4.1.0): do not edit by hand % Please edit documentation in R/boxr_misc.R \name{box_setwd} \alias{box_getwd} \alias{box_setwd} \title{set directory} \usage{ box_setwd(dir_id) box_getwd() } \arguments{ \item{dir_id}{The box.com id for the folder that you'd like to query} } \value{ Nothing. Used ...
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setMethod("getpars","mix", function(object,which="pars",...) { parameters <- getpars(object@prior,which=which) for(i in 1:object@nstates) { for(j in 1:object@nresp) { parameters <- c(parameters,getpars(object@response[[i]][[j]],which=which)) } } return(parameters) } ) setMethod("getpars","depmix", ...
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\name{GD} \alias{GD} \title{Steepest Gradient Descent Approximation Method} \usage{ GD<-function(beta_0,tau,X,Y) } \description{ The steepest gradient descent approximation method find the approximation of the exact step size to minimize the loss function, and use gradient descent method to obtain the estimate } \argum...
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# 'These are helper functions that should never have been exported #' @title Convenience functions for use with get_exponent #' @param n Power to which a value should be raised #' @details This is a function factory that creates an exponent from a given value of n #' @return Returns n to the power of n #' @keywor...
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#' Read in individual binary files of monthly observation data. The observations are from the monthly sea ice concentration #' obtained from the National Aeronautics and Space Administration (NASA) satellites Nimbus-7 #' SMMR and DMSP SSM/I-SSMIS and processed by the bootstrap algorithm. The results #' are distributed ...
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library(Renext) ### Name: CV2 ### Title: Squared Coefficient of Variation ### Aliases: CV2 ### ** Examples n <- 30; nSamp <- 500 X <- matrix(rexp(n * nSamp), nrow= nSamp, ncol = n) W <- CV2(X) plot(density(W), main = "CV2 of exponential samples")
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library(shiny) library(shinydashboard) header <- dashboardHeader(title="Shiny modules") sidebar <- dashboardSidebar( sidebarMenu( menuItem("Histogram", tabName = "tab_histogram") ) ) body <- dashboardBody( tabItems( tabItem( tabName = "tab_histogram", fluidRow( ...