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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/nse-advance-decline.R \name{nse_advances_declines} \alias{nse_advances_declines} \title{Advances & Declines} \usage{ nse_advances_declines(clean_names = TRUE) } \arguments{ \item{clean_names}{Logical; if \code{TRUE}, makes the column names de...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/join-cross.R \name{cross_join} \alias{cross_join} \title{Cross join} \usage{ cross_join(x, y, ..., copy = FALSE, suffix = c(".x", ".y")) } \arguments{ \item{x, y}{A pair of data frames, data frame extensions (e.g. a tibble), or lazy data fram...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/esriUrl.R \name{esriUrl_ServerUrl} \alias{esriUrl_ServerUrl} \alias{esriUrl_parseUrl} \alias{esriUrl_isValid} \alias{esriUrl_isValidID} \alias{esriUrl_isValidService} \title{Get parts of the Map/Feature Server URL} \usage{ esriUrl_ServerUrl(u...
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# znajdz linki ofert z pierwszych 30 stron library(rvest) obuwie_strona1 <- read_html('http://allegro.pl/obuwie-1469') %>% html_nodes('.offer-title') %>% html_attr('href') library(pbapply) pbsapply(2:30, function(strona){ read_html(paste0('http://allegro.pl/obuwie-1469?p=', strona)) %>% html_nodes('.offer-t...
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#functions #function to separate pixels by above or below the regional mean annual precip above_below_map <- function(x){ mean.mm <- round(mean(x$mm),digits=1) below <- x %>% dplyr::filter(mm < mean.mm) below$map <- 'below' above <- x %>% dplyr::filter(mm > mean.mm) above$map <- 'above' above_below <-...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/IsisMdl_doc.R \name{set_data-methods} \alias{set_data-methods} \alias{set_data} \alias{set_ca} \alias{set_fix} \alias{set_fit} \title{\code{\link{IsisMdl}} methods: transfers data from a timeseries object to the model data, constant adjustmen...
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# library(dada2) # # # list.files('../FS12/16S_raw/') # path <- '../FS12/16S_raw/' # list.files() # fnFs <- sort(list.files(pattern="_R1_001.fastq", full.names = TRUE)) # fnRs <- sort(list.files(pattern="_R2_001.fastq", full.names = TRUE)) # # Extract sample names, assuming filenames have format: SAMPLENAME_XXX.fastq...
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################################################################# ## Example 3. The hidden x is a random walk. ## We observe it multiple times but some observations from a similar ## type of survey and others from another ################################################################# library(MARSS) libra...
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#' Function to calculate pair-wise semantic similarity given the input data and the ontology and its annotation #' #' \code{xSocialiser} is supposed to calculate pair-wise semantic similarity given the input data and the ontology direct acyclic graph (DAG) and its annotation. It returns an object of class "igraph", a n...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/expand_ffgrid.R \name{expand.ffgrid} \alias{expand.ffgrid} \title{Create a \code{ffdf} from All Combinations of Factors} \usage{ expand.ffgrid(..., KEEP.OUT.ATTRS = TRUE, stringsAsFactors = TRUE) } \arguments{ \item{...}{\code{ff} vectors, \c...
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####### load("/home/zhuxq/nas/Xiaoqiang/opti.data/1.CGC.TE.CRC.REdiscoverTE/stats.20200311/4.model/Mean.expression.of.9.TE.model.RData") #############cor of TE matrix and gene expression matrix in CRC ######## load("/home/zhuxq/nas/Xiaoqiang/opti.data/1.CGC.TE.CRC.REdiscoverTE/stats.20200311/5.TE.cor.with.gene/TE.gene....
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# Load the mammalian data. dat = read.table("results/hg19_to_mm9.out", stringsAsFactors=FALSE, header=FALSE, sep="\t", col.names=c("chrom", "start", "end", "name", "peak", "label", "mappedChrom", "mappedStart", "mappedEnd", "mappedPeak")) # Draw the pie chart. pdf("results/hg19-mm9.pie.pdf") pie(c(length(which(dat$labe...
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library(shiny) library(Rbiodalliance) ui = shinyUI(fluidPage( textInput("chr_id", "Chromosome", value = "3"), textInput("start_val", "Start value", value = 135), textInput("end_val", "End value", value = 145), biodallianceOutput('biocalliance') )) server = function(input, output) { output$biodalliance <- re...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cvAll.R, R/vall.R \name{cvAll} \alias{cvAll} \alias{cvAll.default} \alias{cvAll.lm} \alias{cvAll.lme} \alias{cvAll.merMod} \alias{validateAll} \title{Cross Validate all nested models} \usage{ cvAll(x, ...) \method{cvAll}{default}(x, data, k,...
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aggsum <- function(x,reverse=FALSE){ n = length(x) if(n>1){ if(reverse==FALSE){y=.C("AggSum",as.integer(n), x = as.double(x))$x} else {y =rev(x); y=.C("AggSum",as.integer(n), x = as.double(y))$x; y = rev(y)} } return(y) }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/integrate.R \name{plot_comembership} \alias{plot_comembership} \title{Plot module edge co-membership} \usage{ plot_comembership(cem_overlap_df) } \arguments{ \item{cem_overlap_df}{Output of function \code{cem_overlap}} } \value{ A plot contai...
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#' Perform Active Subnetwork Search #' #' @param input_for_search input the input data that active subnetwork search uses. The input #' must be a data frame containing at least these 2 columns: \describe{ #' \item{GENE}{Gene Symbol} #' \item{P_VALUE}{p value obtained through a test, e.g. differential expression/met...
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## HiC-Pro ## Copyright (c) 2015 Institut Curie ## Author(s): Nicolas Servant, Eric Viara ## Contact: nicolas.servant@curie.fr ## This software is distributed without any guarantee under the terms of the BSD-3 licence. ## See the LICENCE file for details ## Install R packages for HiC-Pro...
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#Project : Nursing Home Compare #Group Name : DarkLooters #Members: Ravindra Rashmi Dasappa # Virinchi Ande # Aishwarya Kesari # Sravani Kannelur # Amarnadh #********************************************************************************************************** #input data set Def...
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## 1 Questรฃo VADeaths categories <- colnames(VADeaths) idades <- row.names(VADeaths) colors <- c("green", "blue", "yellow", "orange", "red") barplot(VADeaths, main="Taxa de Mortes em Virginia (1940)", xlab="Categoria",ylab="Taxa de Mortalidade", col=colors, beside = F) legend("topright"...
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#build RSQlite database #load packages library(DBI) library(RSQLite) library(dplyr) library(tidyverse) library(lessR) library(tibble) ### Creating the database #establish a database connection ptery_sulf_db <- dbConnect(drv = RSQLite::SQLite(), "../../raw_data/ptery_sulf.db") #load in USUA...
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library(zinbwave) library(EDASeq) COUNT_GEN <- readRDS("fig6e-g/function.rds") ngenes <- 1000 B <- 10 for (ncells in c(100, 1000, 10000)){ for (x in c(0, .33, .67)){ n1 = n2 = round(ncells/3) n3 = ncells - n1 * 2 labels = c(rep(1, n1), rep(2, n2), rep(3, n3)) simData = lapply(seq_len(B), function(i)...
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library(hexView) ### Name: hexViewFile ### Title: Specify an Example File ### Aliases: hexViewFile ### Keywords: file ### ** Examples hexViewFile("rawTest.txt")
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## # # Prepare bib-tex files # source this file in an results = "asis" to cite the packages # change the pkgs variable to read those packages you want to cite #' Write the bib-tex file from alist of package-strings #' #' @param pkgs a Vector containing package names to be cited #' #' @return nothing #' @export #' #' @...
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#instalei gplot pelo gerenciados de pacotes de ambiente do navigator library(ggplot2) head(diamonds) qplot(x = diamonds$carat, y = diamonds$price, data = diamonds, color = diamonds$clarity)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/tidy-dist-mat.R \name{reverse_not_df} \alias{reverse_not_df} \alias{reverse_not_df.not_df} \title{removes the \code{not}() operation (that makes a df a \code{not_df})} \usage{ reverse_not_df(x) \method{reverse_not_df}{not_df}(x) } \arguments...
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evalq({ dt <- PrepareData(Data, Open, High, Low, Close, Volume) DT <- SplitData(dt, 2000, 1000, 500,500) pre.outl <- PreOutlier(DT$pretrain) DTcap <- CappingData(DT, impute = T, fill = T, dither = F, pre.outl = pre.outl) preproc <- PreNorm(DTcap, meth = meth) DTcap.n <- NormDa...
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## This is code that takes the 11 ensemble members of a POAMA run ## Started on a particular day ## And outputs some interested results for further analysis ## I care about ECLs, so main result is a daily timeseries of # of members that ## have an ECL on that day ## Also outputs a figure for each of the months in the...
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################ Insect Data CDRS ####################### ##### List of packages used for analysis ### Package scripts library(tidyverse) #For data cleaning and graphs library(lme4) #For modeling library(lmerTest) library(readr) #For reading cvs files library("lubridate") # library(RColorBrewer) #For PCA analysis ...
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# PhenoCombinedDataImputation.R # R version 3.3.1 (2016-06-21) # January 15, 2017. Mallory B. Lai. # Reviewed by: TODO (Mallory B. Lai) : Find reviewer to proofread # Investigate accuracy of current values, remove extreme outliers, and # impute missing Brassica phenotype data for analysis. Uses .csv file # generated fr...
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# Packages needed --------------------------------------------------------- install.packages("rJava") install.packages("scagnostics") install.packages("psych") # Library ----------------------------------------------------------------- library(scagnostics) library(psych) # Calculating the scagnostics -----------...
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#' create tcga boxplots #' #' Creates boxplots from prediction scores from pls or plsda #' Makes some boxplots #' #' @param pattern pattern to grep for in files that have predictions #' @param tcga_location location of predicted files of tcga #' @param crpc_file location of predicted file of crpc #' @param nepc_file l...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/LatClass.R \name{makeLatentModel} \alias{makeLatentModel} \title{Make Latent Structure model} \usage{ makeLatentModel( edgeList, nChans, model = "LCN", missingList = NULL, metadata = NULL ) } \arguments{ \item{edgeList}{An matrix ed...
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library(penMSM) ### Name: plmatrix ### Title: plmatrix. ### Aliases: plmatrix ### ** Examples ## Not run: plmatrix(psv, beta, constant)
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library(tidyr) library(dplyr) library(ggplot2) library(stringr) rm(list=ls()) setwd("paper_ClusterRobustTesting") source("R/format results for figures.R") # standard test filter(results_long, alpha == .05 & test == "Standard") %>% mutate(q_fac = paste("q =",q,ifelse(q==1, "(t-test)", "(F-test)"))) %>% ggplot(aes(...
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######SIMPER############ library("vegan") library("pracma") mat=t(read.table("OTU_noConta", row.names = 1)) mat.n=sweep(mat.m,2,colSums(mat.m),`/`) sqrtm(mat.n) map= read.csv("lookup.csv", header = TRUE) #lookup table groups = map[-c(58:59), c(2)] # assign groups simp=simper(mat.n, groups, permutations = 0, trace ...
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# Title: Breast Cancer study # Name: Mansour Alhumaid # Date: 02 Nov 2020 #The data contain Clinical features were observed or measured for 64 patients with breast cancer and 52 healthy controls. #The dataset is downloaded from The UCI Machine Learning Repository #There are 10 predictors, all quantitative, and a binary...
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library(shiny) server <- function(input, output) { # Generate file names orig.filenames <- 1:10 # Create a reactive variable with filenames ## Reactive in the sense that we will update its values by removing the ## selected ones filenames <- reactiveValues(names = orig.filenames) # Function to ...
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#if dataset is not present in current directory, download and decompress if(!file.exists("./household_power_consumption.txt")){ download.file(url="https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip",destfile="pdata2.zip",method="curl") unzip("pdata2.zip") } #read dataset gdata<-read.t...
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read_norm1 <- read.csv("/projectnb/bf528/users/group4/project3/samples/deseq2/deseq_norm_counts1.csv") read_norm2 <- read.csv("/projectnb/bf528/users/group4/project3/samples/deseq2/deseq_norm_counts2.csv") read_norm3 <- read.csv("/projectnb/bf528/users/group4/project3/samples/deseq2/deseq_norm_counts3.csv") read_de1 <...
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library(testthat) context('Test the sparse matrix functions') # If no dimensions are given, assume the largest coordinates are the # dimensions. sm0 <- sparse.matrix(i = c(1, 2), j = c(1, 1), x = c(1, 1)) sm1 <- sparse.matrix(i = c(1, 2), j = c(1, 1), x = c(3, 1), dims = c(3, 2)) sm2 <- sparse.matrix(i = c(1, 2, 2), ...
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# set enviornment variables and load required packages #----------------------------------------------------- setwd('C:/Users/elundquist/Documents') source('./R/Authentication/gpcnx.r') library(RPostgreSQL) library(readr) library(dplyr) library(geosphere) library(ape) library(ggplot2) # begin a connection...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/objects.R \name{print.ugrid} \alias{print.ugrid} \title{Print urban grid information} \usage{ \method{print}{ugrid}(x, ...) } \arguments{ \item{x}{Object of class \code{ugrid}.} \item{...}{Other parameters not used here.} } \description{ Pri...
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imicrobe<-read.csv("imicrobe/Callum_FINAL_biosample_ids.csv") ncbi<-read.csv("SraRunInfo.csv") MMETSP_id_NCBI<-ncbi$SampleName MMETSP_id_imicrobe<-imicrobe$SAMPLE_NAME source('~/Documents/scripts/overLapper.R') setlist <- list(NCBI=as.vector(MMETSP_id_NCBI),imicrobe=as.vector(MMETSP_id_imicrobe)) OLlist <- overLapper(s...
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require(sp) require(raster) require(dismo) require(msm) work <- getwd() source("meta_control.R", echo=T) source("meta_94.R", echo=T) setwd(work) setwd(paste(work, "Scenario_1", sep="/")) source("meta_s1.R", echo=T) setwd(work) setwd(paste(work, "Scenario_2", sep="/")) source("meta_s2.R", echo=T) setwd(work) ...
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#descriptive stats library(dplyr) library(tidyr) library(stringr) # loading distance to fracking site data and finding who is exposed and who is potential control dist <- readRDS("/home/HPA/Hannah/BenCode/datafiles/frackDist.RDS") dist_10 <- dist %>% filter(distance_ff_site <= 10) all_ffid <- unique(dist$ffid) ffid...
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library(shiny) shinyUI(fluidPage( titlePanel("Linear Regression App"), sidebarLayout( sidebarPanel( h2("Regressors:"), sliderInput("sliderWeight", "1.- Car Weight (1000 lbs)", 1.5, 5.5, 1.5), sliderInput("sliderTime", "2.- 1/4 mile time (secs)", 14.00, 23.00, 1...
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library("JUtils") source("LDA.R") source("logit.R") source("PCA.R") source(file.path(SAMPLEIT_DIR, "sampleItMaps.R")) ReportStatTest <- function(htest, qualifier = "") { cat(sprintf("%s%s\n", htest$method, qualifier)) cat(sprintf("%s = %g, %s = %g, p-value = %f\n", names(htest$statistic), round(htest$statistic, 2)...
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ElectricPower <- read.table("household_power_consumption.txt", sep = ";", header = TRUE, as.is = TRUE) ElectricPowerData <- subset(ElectricPower, Date == "1/2/2007" | Date == "2/2/2007") png("plot1.png") hist(as.numeric(ElectricPowerData$Global_active_power), col="red", main="Global Active Power", xlab="Global Active P...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/eff-est-wan-c1.R \name{eff_est_wan_c1} \alias{eff_est_wan_c1} \title{WanC1 effect estimator} \usage{ eff_est_wan_c1(a, m, b, n) } \arguments{ \item{a}{Minimum value of sample.} \item{m}{Median of sample.} \item{b}{Maximum value of sample.} ...
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n=50 L=.95 P=.75 s=ceiling(n*P)-1 r=floor(n*P)+1 cov=0 while(s<n-1 && r>1 && cov<L) {s=s+1 cov=pbinom(s-1,n,P)-pbinom(r-1,n,P) if(cov>=L) break; r=r-1 cov=pbinom(s-1,n,P)-pbinom(r-1,n,P) } r s cov
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# Function name: request_NEON # Function purpose: pull data products necessary for two-station metabolism # modeling at NEON sites # # Arguments: # NEONsites character string specifying 4-letter NEON site code to request # data from (ex. `"HOPB"`). Can be more than one site (ex. # `c(...
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#Autor: Rodrigo Benavides #Fecha: Enero 17, 2019 #Objetivo del script es poder visualizar en un mapa donde es la ubicaciรณn con mayor cantidad de choques en San Pedro y visualizar incidencias de distintos tipos de accidentes #Los datos son de Enero 2014 a Septiembre del 2016 para los choques y Enero 2016 a Septiembre 2...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Project.r \name{Project} \alias{Project} \title{Project Class} \description{ Project Class Project Class } \section{Public fields}{ \if{html}{\out{<div class="r6-fields">}} \describe{ \item{\code{id}}{} \item{\code{name}}{} \item{\code{use...
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### Laura's Catan Dice UI in Shiny ### # rsconnect::deployApp('/Users/hannahwalsh/Desktop/CatanDice/') ## Import packages I need library(shiny) ## Run non-interactive code seed = sample(1:100000, 1); # Random Seed set.seed(seed) dicerange = 2:12 dicefreq = c(1,2,3,4,5,6,5,4,3,2,1) ## Create the User Interface ui ...
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testlist <- list(b = c(5.53925700216802e-260, 2.47032822920623e-323, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)) result <- do.call(metacoder:::centroid,testlist) str(result)
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library(imagerExtra) ### Name: SPE ### Title: Correct inhomogeneous background of image by solving Screened ### Poisson Equation ### Aliases: SPE ### ** Examples dev.new() par(mfcol = c(1,2)) boats_g <- grayscale(boats) plot(boats_g, main = "Original") SPE(boats_g, 0.1) %>% plot(main = "Screened Poisson Equation"...
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d2 <- Sys.Date() # %d = day as number (0-31), %a = abbreviated weekday, %A = unabbreviated weekday, # %m = month (00 - 12), %b = abbreviated month, %B = unabbreviated month, %y = 2 digit year # %Y = 4 digit year # format(d2, "%Y, %B, %A, %d") # how to format messy dates x <- c("1991oct07", "1967mar07", "1950jul01")...
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########################################################################/** # @RdocClass DichromatColorFilter # # @title "Color filter emulating dichromatic color blindness" # # \description{ # @classhierarchy # # @get "title". # } # # \section{Fields and Methods}{ # @allmethods # # } # # @synopsis # # \arguments{...
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#!/usr/bin/env R library(ClusterMap) # Allen markers file generated by script 02 on rustbucket # Allen RDS object generated by script 02, renamed/moved to ClusterMap dir # Avalos marker file generated by ClusterMap script on machine edsouza # Same script was used to save avalos RDS object, then filezilla moved bot...
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setwd("/home/rogelio/Desktop/datasciencecoursera/exploratory_data_analysis") load("./face.rda") image(t(faceData)[,nrow(faceData):1]) svd1 <- svd(scale(faceData)) plot(svd1$d^2/sum(svd1$d^2), pch = 19, xlab = "singular vector", ylab = "variance explained") ################# APPROXIMATIONS OF IMAGE #############...
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library("Rfacebook") library("anytime") library("dplyr") my_oauth <- fbOAuth(app_id = "1463623273653549", app_secret = "ca7f450acc28a5a8710f7d56957c952e") save(my_oauth, file = "my_oauth") load("my_oauth") ## group_data <- getGroup(group_id = "472656846222343", token = my_oauth, n = 1000) gro...
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setwd("/Users/randyrosso/data") popfile <- "CO-EST2013-Alldata.csv" source('~/code/getCounties.R') vapop <- getCounties(popfile,51) vapop
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utilities.R \name{no_connection} \alias{no_connection} \title{Check if computer has internet connection} \usage{ no_connection() } \description{ Check if computer has internet connection } \seealso{ Other validation: \code{\link{is_file}()},...
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# # Author: Gael Yvert, CNRS # Gael.Yvert@ens-lyon.fr # #--------------------------------------------- #' Indexes bins. #' @param x A value between 0 and 1 #' @param n An integer indicating the number of bins between 0 and 1 #' @return The index of the bin containing x, or NA if x > 1 or x > 0 #' @export x2i <- functi...
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library(lattice) #bwtheme <- standard.theme("pdf", color=FALSE) cold_and_hot_ts <- cbind ( theta_mean_by_year_ts[, topics_hot [1:5]] , deparse.level =0) #colnames (cold_and_hot_ts) <-as.character(c(topics_cold [1:5], topics_hot[1:5])) colnames (cold_and_hot_ts) <- as.character(c( unname( Terms[1,topics_hot [1:5]])...
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setwd("~/Documents/Dropbox/NEO4J-TEST/CUP-try") library(gdata) library(boot) #library(xlsx) #LINES = 629697 LINES = 10 subdata <- read.delim("cup003b_subs_data.txt",header=T,stringsAsFactors=F,,sep="|",nrows=LINES) unique <- matrix(0,LINES,5) #for (x in 1:27372) k=1 for (x in 1:LINES) { for (y in 1:LINES){ if(...
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source("core.R") Plot3.Compose <- function(uri = "household_power_consumption.txt"){ png(file = "plot3.png", bg = "white") par(mfrow = c(1, 1)) EnergySubmetering.Plot(uri) dev.off() }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/add_criterion.R \name{update_criterion} \alias{update_criterion} \title{Update a criterion} \usage{ update_criterion( study, id, result = NULL, operator = NULL, comparator = NULL, analysis_id = NULL, hypothesis_id = NULL, new_...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/make_attitude_pca.R \name{make_attitude_cluster_plots} \alias{make_attitude_cluster_plots} \title{Title} \usage{ make_attitude_cluster_plots(hcpc) } \arguments{ \item{hcpc}{} } \value{ } \description{ Title }
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/dssJoin.R \name{dssJoin} \alias{dssJoin} \title{Join 2 or more dataframes} \usage{ dssJoin( what = NULL, symbol = NULL, by = NULL, join.type = "full", async = TRUE, datasources = NULL ) } \arguments{ \item{what}{a vector of names ...
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## Course Project 2 Plot 2 library(tidyverse) #Reading in the data NEI = readRDS("summarySCC_PM25.rds") SCC = readRDS("Source_Classification_Code.rds") ## Plot 2: Have total emissions from pm25 decreased in Baltimore City from 1999 to 2008? Use base plotting system. ## Create a new DF filtering observations with fi...
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# import new fonts pacman::p_load(ggplot2,ggthemes,dplyr) # get file name from fontbook.app newfonts <- c("A DAY WITHOUT SUN.otf", "MUNICH SANS.ttf", "Moon Flower.ttf", "DK Lemon Yellow Sun.otf", "beacon.ttf", "BREVE2.ttf", "AHundr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/summarise_bootstrap_moments.R \name{trait_summarise_boot_moments} \alias{trait_summarise_boot_moments} \title{Summarise Bootstrap traits} \usage{ trait_summarise_boot_moments( bootstrap_moments, parametric = TRUE, sd_mult = 1, ci = 0....
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/validity-methods.R \name{validMinid} \alias{validMinid} \title{Check validity of minid object} \description{ Check validity of minid object }
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library(parallel) library(abind) mcc <- 40 source("approximation/gaussian_identity_finsam.R") source("extrapolation/ku_source.R") p <- 10 p <- 10 sigma2 <- 0.3 sigma2_tr <- sigma2 ## equivalent to 1 nn K <- 2000 ksub <- 500 load("approximation/mcgs2f.rda", verbose = TRUE) ## get the true_acces matplot(t(all_accs...
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## Simple raster steps # library(raster) # r <- raster(ncol=700, nrow=700) # extent(r) <- extent(shp_tracts_2020) # shp_tracts_2020$tot <- shp_tracts_2020$TOT / as.numeric(shp_tracts_2020$ALAND20) # rp <- rasterize(shp_tracts_2020, r, 'tot') # plot(rp)
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setwd("G:/QuantII/hwk01/") library(foreign) dat <- read.dta("cgss2010.dta") a3a <- ifelse(dat$a3a < 0, NA, dat$a3a) age <- 2010 - a3a # continuous a33 <- ifelse(as.numeric(dat$a33) < 4, NA, as.numeric(dat$a33)) a33 <- a33 - 3 trust <- a33 # ordinal a5 <- ifelse(as.numeric(dat$a5) < 2, NA, as.numeric(dat$a5)) relig ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/perturbation-package.R \docType{package} \name{perturbation} \alias{perturbation} \alias{perturbation-package} \title{perturbation} \description{ perturbation }
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#### setwd setwd("H:/Dissertation/Dissertation Chapters/Data Chapters/United States Urban Bird Patterns/Data/eBird data/eBird_BCR_split_data") #### packages library(readr) library(dplyr) library(tidyr) #### read in species classification excel document Species_classification <- read_csv("H:/Dissertation/Dissertation ...
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run_analysis <- function(datasetFile) { # Path to the dataset zip file unzip(zipfile=datasetFile ,exdir="./data") if(!file.exists("./data")){ dir.create("./data") } path_rf <- file.path("./data" , "UCI HAR Dataset") files <-list.files(path_rf, recursive=TRUE) # Load the Files ...
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unary_ops.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ops.R \name{unary_ops} \alias{unary_ops} \alias{abs.ProcessNode} \alias{abs.ProcessGraphParameter} \alias{sign.ProcessNode} \alias{sign.ProcessGraphParameter} \alias{sqrt.ProcessNode} \alias{sqrt.ProcessGraphParameter} \alias{trunc.ProcessNod...
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ModelScript.R
library(MASS) library(ISLR) ready <- read.csv("D:/R files/ready-data2.csv") ready$logkWh <- log(ready$kWh) #75% of the sample size smp_size <- floor(0.75 * nrow(ready)) #Set the seed to make your partition reproductible set.seed(123) train_ind <- sample(seq_len(nrow(ready)), size = smp_size) #Split the d...
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Spotify Data.R
setwd('R practice') #Spotify data analysis spotify <- read.csv("~/Downloads/spotify.csv") #which is the most common genre sort(table(spotify$Genre), decreasing = TRUE) #what is the mean of minutes of all these songs mean(spotify$Length.) #which artist has the most songs on the dataframe sort(table(spotify$Artist.Name...
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# # This is the user-interface definition of a Shiny web application. You can # run the application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) # Define UI for application that draws a histogram shinyUI(flui...
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nyuhuyang/scRNAseq-MCL
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Identify_Cell_Types_Manually.R
library(Seurat) library(dplyr) library(tidyr) library(kableExtra) library(magrittr) source("../R/Seurat3_functions.R") path <- paste0("output/",gsub("-","",Sys.Date()),"/") if(!dir.exists(path))dir.create(path, recursive = T) marker_path <- paste0(path,"markers/") if(!dir.exists(marker_path))dir.create(marker_path, rec...
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Setup.R
set.seed(1024)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/assess_SCA.R, R/assess_SCA2.R, % R/assess_SCA_Pope.R \name{SCA} \alias{SCA} \alias{SCA2} \alias{SCA_Pope} \title{Statistical catch-at-age (SCA) model} \usage{ SCA( x = 1, Data, SR = c("BH", "Ricker"), vulnerability = c("logistic", "...
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Exif_Process_CombinewithRenameFiles.R
#THIS FILE SHOULD NO LONGER BE NECESSARY. EXIF DATA NOW USED FROM PROCESSING PIPELINE (BETTER MATCHING) # exif -- making "clean" file exifdat <- fread("C:/Users/cowl0037/Downloads/Exif_Merge/img_meta.csv") #so much info! this is what I decided was important. Includes a ton of time variables and temperature and image ...
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covid19school_plots.R
# ============================================================================ # # Plotting # ============================================================================ # source("covid19school_packages.R") source("covid19school_plotting_functions.R") name <- "simJ1" load(paste0('../results/', name, '/', name, '1-6.R...
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diamond_protein_against_ncbi_nr.R
#' @title Perform Protein to Protein DIAMOND2 Searches (BLASTP) #' @description Run protein to protein DIAMOND2 of reference sequences #' against a blast-able database or fasta file. #' @param query path to input file in fasta format. #' @param ncbi_nr_folder_path_path path to the directory that either stores the raw N...
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1609959082-test.R
testlist <- list(x = structure(c(5.32149034689147e-308, 3.90789135599008e-167, 2.11757176204319e+214, 1.42475951162883e+214, 1.15963946977339e-152 ), .Dim = c(1L, 5L))) result <- do.call(bravo:::colSumSq_matrix,testlist) str(result)
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DaniBoo/cyanobacteria_project
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rinput.R
library(ape) testtree <- read.tree("7568_0.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="7568_0_unrooted.txt")
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erlris/ssb-api-og-shiny
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initiate-project.R
#initiate project install.packages("checkpoint") library("checkpoint") checkout("2019-01-21") #or your preferred date #Sys.info() #Useful command for checking versions and play around with checkpoint #sessionInfo() #Useful command for checking versions and play around with checkpoint #Add package here for relative fil...
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/merge_all_pheno_for_qtl2.R
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dmgatti/AttieMetabolomics
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merge_all_pheno_for_qtl2.R
################################################################################ # Gather all of the Attie phenotype data and the intersection of the genotype # data and create one file with everything in it. # We will use JAX normalized data throughout. # # Convert all sample IDs to DOnn format. # # Use the new data s...
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mle_g.R
#MLE: r2 = matrix(nrow=N, ncol=M) for (j in 1:M) { for (i in 1:N) { if (!is.na(test[i,j])) { #to speed up calculate only for test samples g = ((retrieved.u[i,] %*% retrieved.v[j,])) g = 1/(1+exp(-g)) r2[i,j] <- g } } } #####################################################################...
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cran/roxut
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roclet_process.roclet_tests.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/roclet_process.roclet_tests.R \name{roclet_process.roclet_tests} \alias{roclet_process.roclet_tests} \title{Process @tests Tags} \usage{ \method{roclet_process}{roclet_tests}(x, blocks, env, base_path) } \arguments{ \item{x}{A \code{roclet} o...
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graph-models.R
# from book Prob graph models R prior <- c(working = 0.99, broken = 0.01) prior likelihood <- rbind(working = c(good = 0.99, bad = 0.01), broken = c(good = 0.6, bad = 0.4)) likelihood data <- c("bad", "bad", "bad", "bad") data # bayes update function bayes <- function(prior, likelihood, data){ #create matrix t...
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goodstart57/Data-Science-with-R
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Week2HW-DataManagement.R
## 1. cow_data์—์„œ is_edible ์ด๋ผ๋Š” ์ƒˆ๋กœ์šด ์—ด์„ ์ถ”๊ฐ€ํ•˜๊ณ  ## ๋‚˜์ด(age)๊ฐ€ 50(๊ฐœ์›”)์ด์ƒ์ด๋ฉด์„œ ## ๋“ฑ๊ธ‰(grade)์ด "3" ๋˜๋Š” "๋“ฑ์™ธ"์ด๋ผ๋ฉด "ํ๊ธฐ์šฉ", ์•„๋‹ˆ๋ฉด "์‹์šฉ"์„ ์ž‘์„ฑํ•ด์ฃผ์„ธ์š” cow <- read.csv("./Data/cow_data.csv") head(cow) str(cow) ## 2. cowNA_data์—์„œ ๊ฒฐ์ธก์น˜๊ฐ€ ๋ฐœ์ƒํ•œ ๊ณณ์— ํ‰๊ท  ๊ฐ’์„ ์ง‘์–ด๋„ฃ์€ ์ƒˆ๋กœ์šด ์—ด์„ ๋งŒ๋“œ์„ธ์š” cowNA <- read.csv("./Data/cowNA_data.csv") head(cowNA) str(cowNA) ## 3. co...