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# Packages ---------------------------------------------------------------- library(tidyverse) library(magrittr) library(broom) library(ggpubr) library(ggsci) library(plm) library(lmtest) library(sandwich) library(margins) library(ggeffects) library(fixest) library(lubridate) library(stargazer) # Functions ----...
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#this R script output a file with the column to keep in the beagle file. argv <- commandArgs(T) GROUP <- argv[1] #file with the list of bamfile from the subgroup BAM_ALL <- argv[2] # file with all the bamfiles that was used to construct the whole beagle library(dplyr) BAM_beagle<-as.data.frame(read.table(BAM_ALL))...
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\name{conicMatrix} \alias{conicMatrix} \title{Matrix representing a conic} \description{ Build a symmetric matrix representing a quadratic polynomial in two variables. } \usage{ conicMatrix(v)} \arguments{ \item{v}{(\code{vector}) a 6-length vector containing the coefficients of a quadratic polynomial.} } \detai...
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\name{importLimeSurveyData} \alias{importLimeSurveyData} %- Also NEED an '\alias' for EACH other topic documented here. \title{ importLimeSurveyData } \description{ This function can be used to import files exported by LimeSurvey, a powerful Open Source online survey application that can be used for, for example, psych...
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library(ape) testtree <- read.tree("4270_1.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="4270_1_unrooted.txt")
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f.initialize <- function(sdSystemAge = 7, sdBuilding = 7, sdTemp = 7, sdNonLinear = 1, sampleFlag = FALSE, downSampleTime = 10, fold = 1, type = "linearModel", transformFlag = TRUE ) { #check install packages pkgs = c("rms", "caret","survival","pec","prodlim","...
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#!/usr/bin/env Rscript library(data.table) library(RPostgreSQL) conn <- dbConnect(PostgreSQL(), user = "oleg", host = "localhost", dbname = "metap") protein <- dbGetQuery(conn, "select protein_id,stringdb_id from stringdb") dbDisconnect(conn) rm(conn) setDT(protein) download.file("https://stringdb-static.org/download...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/proliferation-.R, R/proliferation-branching.R, % R/proliferation-cyton.R \name{proliferation} \alias{proliferation} \alias{fd_proliferation_branching} \alias{fd_proliferation_cyton} \title{Implementation of the Cyton and branching models.} ...
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#' evaluate expressions in a string using a particular environment #' #' @param string a character string which presumably contains some moustaches #' referring to objects found in the bindings environment. #' @param bindings an environment or list in which the objects moustached in `string` are defined. #' @examples #...
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#Load Packages library(DESeq2) library(edgeR) library(limma) library(Glimma) library(gplots) library(RColorBrewer) library(pheatmap) library(ggplot2) library(ggrepel) library(pathfindR) library(scales) library(data.table) library(fBasics) library(forcats) library(omu) library(maptools) library(phyloseq) library(SpiecEa...
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# Adobe Experience Manager OSGI config (AEM) API # # Swagger AEM OSGI is an OpenAPI specification for Adobe Experience Manager (AEM) OSGI Configurations API # # OpenAPI spec version: 1.0.0-pre.0 # Contact: opensource@shinesolutions.com # Generated by: https://openapi-generator.tech #' ComDayCqDamCoreImplJmxAssetMigra...
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write_files <- function( tbl_ls, corp_path, corp_filings_path, activities_path, addresses_path, mortgages_path, officers_path ) { # This function just writes the files to .csv. Nothing fancy. # Corp write_csv( tbl_ls$corp_tbl, file = corp_path ) # CorpFilings write_csv( t...
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## http://jfly.iam.u-tokyo.ac.jp/color/ ## source inla spde book c7rgb <- rgb(c(80, 80, 90, 95, 35,0, 0)/100, c(60, 40, 60, 90, 70, 45, 0)/100, c(70, 0, 0, 25, 90, 70, 0)/100) rMatern <- function(n, coords, kappa, variance, nu=1) { m <- as.matrix(dist(coords)) m <- exp((1-nu)*log(2) + ...
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sam_size=c() N=10 bm=c() bv=c() pm=c() pv=c() nm=c() nv=c() bn1m=c() bn1v=c() bn2m=c() bn2v=c() for(j in 1:100){ n=j*N print(j) for(i in 1:100){ sam_size=append(sam_size,n) binom_sample=rbinom(n,12,0.25) #binom_sample binom_mean=mean(binom_sample) binom_v...
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library(genalg) library(ggplot2) dataset <- data.frame(item = c("pocketknife", "beans", "potatoes", "unions", "sleeping bag", "rope", "compass"), survivalpoints = c(10, 20, 15, 2, 30, 10, 30), weight = c(1, 5, 10, 1, 7, 5, 1)) weightlimit <- 20 chromosome = c(1, 0, 0, 1, 1, 0, 0) dataset[chromosome == 1, ] ...
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#' Perform ssGSEA pipeline for related signatures in defined genome. #' #' Encapsulates ssGSEA pipeline at GSVA package #' #' @param genome Genome expression object in matrix format, with samples in columns and genes in rows. #' @param signatures Signatures list object #' @param ... GSVA ssgsea extra parameters build_s...
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library(shiny) library(palmerpenguins) library(ggplot2) library(dplyr) penguins <- palmerpenguins::penguins colnames(penguins) <- c('species', 'islands', 'bill length mm', 'bill depth mm', 'flipper length mm', 'body mass g', 'sex', 'year') ui <- fluidPage( ...
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# Data Preprocessing Template # Importing the dataset dataset = read.csv('Data.csv') # Taking care of missing data: # Pointing to the column "Age": # ifelse 3 values: condition, value you want to input if #condition is true, and value you want to input if condition is #false dataset$Age = ifelse(is.na(dataset$Age),...
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library(ggplot2) students=read.csv("E:/data analytics/datasets/students.csv") dim(students) summary(students$Sex) table(students$Level) with(students, table(Level)) ggplot(students, aes(x = BloodType)) + geom_bar() with(students, table(Sex, Level)) ggplot(students, aes(x = Level, fill = BloodType)) + geom_bar(positio...
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#!/usr/bin/env Rscript library(git2r) library(stringr) library(readr) path <- file.path(tempfile(pattern = "git2r-"), "template") dir.create(path, recursive = TRUE) repo <- clone("https://github.com/rstudio/template", branch = "radix", path) system2("npm", args = c("--prefix", path, "install")) system2("npm", args = c(...
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\name{fb_ecotox} \alias{fb_ecotox} \title{ Obtain a list of CL50 by chemical used. } \description{ Download, as a table, the list of chemical and their CL50 for the specie. Read the HTMLwebpage, recognize the table and transform it into a Data.Frame object. } \usage{ fb_ecotox(idFB, Genus, Species, server) } \arguments...
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library(tidyverse) library(ggthemes) d <- read_csv('data/neon_plants.csv') %>% select(-X1, -starts_with('site'), -plotid, -easting, -northing, -taxonid, -pointid, -individualdistance, -individualazimuth, -starts_with('dbh'), - starts_with('basal'), -starts_with('canopy'), -starts_with('...
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\name{whop.eg.selectOrganism} \alias{whop.eg.selectOrganism} \title{ Select the organism to query with subsequent whop.eg calls and load the appropiate database(s). } \description{ Select the organism to query with subsequent whop.eg calls and load the appropiate database(s). } \usage{ whop.eg.selectOrganism(organismna...
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args <- commandArgs() rlib<-args[6] #libary path if (is.na(rlib)) {output<-args[6]} else {output<-args[7]} #param path print(output) #output<-c('D:\\Works\\产品\\科研\\代码\\ScienceStatistics.Web\\Output\\1\\1_1\\636525834691779319') setwd(output) d<-read.csv("./data.csv") p<-read.csv('./Parameters.csv') a<-p #参数设定 idata<-...
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\name{GetAnyXMLAttribute} \alias{GetAnyXMLAttribute} \title{Function to return the value attribute of the nodes of the parsed XML.} \usage{GetAnyXMLAttribute(vNode, attr.name)} \description{Function to return the value attribute of the nodes of the parsed XML.} \value{The value contained with the XML node.} \arguments{...
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context("Testing logistic cost function") test_that( "check whether the R and C logistic cost function yield the same result",{ library(glmnet) set.seed(10) ## logistic regression test x <- log2(exampleData$x) P <- ncol(x) N <- nrow(x) y <- exampleData$ylogistic alpha <- 0.5 lam...
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# # This is the user-interface definition of a Shiny web application. You can # run the application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) library(ggplot2) library(leaflet) library(shinythemes) # Define UI for appli...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/update_ais.R \name{update_segments_data} \alias{update_segments_data} \title{Update AIS Segments Database Table} \usage{ update_segments_data(segs_data = NULL) } \arguments{ \item{ais_data}{} } \description{ Creates database connection and wr...
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# Attempting classification with markov chain model library(here) library(tidyverse) library(lubridate) rawData <- here::here("tagPrediction/raw_data.csv") %>% read_csv() %>% select(-X1) tagData <- here::here("tagPrediction/activity_tags.csv") %>% read_csv() %>% select(-X1) %>% mutate(start = round(start/60), end = ro...
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library(inTrees) inTrees_wrapper <- function(X_train , y_train , model , ntree) { # extract rules ruleExec0 <- extractRules(RF2List(model) , X_train , ntree = ntree) # hard limit ...
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require(RMySQL) require(reshape2) dbConfig <- list(dbname = "Seabird", username="root", password="XuWenzhaO", host="127.0.0.1") sqlQuery <- function (sql) { if(nchar(sql)<1){ stop("wrong sql") } conn <- dbConnect(MySQL(), dbname = dbConfig$dbname, username=dbConfig$username, password=dbConfig$password, ho...
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#' @export print.methcon <- function(x, ...) { cat("# Methcon object\n") cat("# .id:", attr(x, ".id"), "\n") cat("# .value:", attr(x, ".value"), "\n") class(x) <- setdiff(class(x), "methcon") print(x) }
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library(survey) # Catch errors from glm and similar, warning instead warn_on_e <- function(var_name, e){ warning(paste0("NULL result for ", var_name, " due to: ", e), call=FALSE) return(NULL) } # Quote variable names with backticks to account for special characters quote_name <- function(s){paste0("`", s, "`")} ...
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# Tabla Descriptivos # total país name_file <- paste0(dirresultados, "tabla_pais.txt") covid_comunas %>% select(Poblacion, edad, esc,ytotcorh, npers, `2020-06-12`,`2020-11-27`) %>% as.data.frame() %>% stargazer(summary.stat = c("n", "mean","median", "sd"), covariate.labels = c("Población", "Edad", "Escolari...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/assertions.R \name{testClosedBelow} \alias{testClosedBelow} \alias{checkClosedBelow} \alias{assertClosedBelow} \title{assert/check/test/ClosedBelow} \usage{ testClosedBelow(object, errormsg = "This is not a set closed below") checkClosedBelo...
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source("http://jgscott.github.io/teaching/r/mvnorm/rbvnorm.R") mu_stocks = 0.065 mu_bonds = 0.017 sd_stocks = 0.195 sd_bonds = 0.075 rho = -0.15 returns = rbvnorm(50, mu_stocks, mu_bonds, sd_stocks, sd_bonds, rho) plot(returns) Wealth = 10000 Horizon = 40 for(year in 1:Horizon) { return_stocks = rnorm(1, mu_stock...
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# One script to rule them all source("00_download_data.R") source("01_data_analysis.R") source("02_make_plot.R")
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##--------------------------------------------------------- ## Blueberry muffin recipe (makes 12): ## 3 cups all-purpose flour ## 2 tablespoons sugar ## 1.5 tablespoons baking powder ## 0.5 teaspoon salt ## 3 eggs ## 0.5 cup butter ## 1 cup buttermilk ## 1 teaspoon vanilla extract ## 2 cups frozen blueberries ##-------...
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#' Bin data onto a grid. #' @description Bin data onto a equidistant grid in [0,1]^2. #' @param data.pos A Mx2 matrix specifying the positions of the data measure. #' @param data.weights A list of vectors of the same size as the number of rows in data.pos. #' All entries in the vector must be non-negative and the ...
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## Add user-defined commands provided at runtime, rather than defined in this ## package's source. ado_cmd_addCommand <- function(context, expression, option_list=NULL) { if(context$debug_match_call) return(match.call()) valid_opts <- c("env", "newname") option_list <- validateOpts(option_list, va...
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Data_trimer<-function(Data){ if(is.na(Data@LHYear)|is.null(Data@LHYear)|Data@LHYear==Data@Year[length(Data@Year)]){ message("Data could not be trimmed, make sure LHYear is less than max(Year)") return(NA) }else if(Data@LHYear>(Data@Year[length(Data@Year)]-3)){ return(NA) }else{ DataT<-Data ...
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library(gplots) otus = read.csv('../preprocessed/otus.csv', row.name=1) cor_otus <- as.dist(1-cor(t(otus))) h_cluster <- hclust(cor_otus) X11() #png("myplot.png") plot(h_cluster) savePlot("out.jpg", type="jpeg") #dev.off() message("Press Return To Continue") invisible(readLines("stdin", n=1)) groups = cutree(h...
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# Getting and Cleaning Data Project from @John Hopkins University # Author: RaymondKevin # Date: 2020-01-31 # Do Preparations and Get the Data library(reshape2) library(dplyr) path = ".//src//UCI HAR Dataset/" Features_Label <- read.table(file.path(path,"features.txt"),col.names = c("index","featureNames")) Activity_L...
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\name{stdizePlots} \alias{stdizePlots} \title{Standardize the plot coordinates} \usage{ stdizePlots(plots, xmean.fix, ymean.fix, xystdv.fix) } \arguments{ \item{plots}{as polygons of sp Class SpatialPolygons} \item{xmean.fix}{mean for standardizing x coordinates} \item{ymean.fix}{mean for standardizing y coor...
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posts_questions_answers.R
source("xmluj.R") xmluj("bitcoin.stackexchange.com/Posts.xml") -> Posts Posts1 <- Posts[PostTypeId==1,] Posts2 <- Posts[PostTypeId==2] Posts1$ViewCount <- as.numeric(Posts1$ViewCount) Posts2$ParentId <- as.numeric(Posts2$ParentId) Posts2$Score <- as.numeric(Posts2$Score) Posts1[order(Posts1$ViewCount, decreasing = ...
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library(readr) library(dplyr) library(tidyr) library(stringr) library(tibble) library(glue) library(rlang) library(lubridate) library(magrittr) library(purrr) library(readxl) library(tidylog) source(here::here("source_functions/hair_weights.R")) source(here::here("source_functions/three_gen.R")) ###...
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### This file, plot4.R, contains five functions: ### (1) GAPplot; ### (2) voltPlot; ### (3) subMeterPlot; ### (4) GRPplot; ### (5) plot4. ### ### functions (1)-(4): ### take required input parameters ### (data, dayVec, and DayIndexVec) ### to accordingly subset data, and create ### t...
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# DATA 607 - Project 1 Chess Tournament Results # Introduction # In this project, you're given a text file with chess tournament results where the information has some structure. Your # job is to create an R Markdown file that generates a .CSV file (that could for example be imported into a SQL database) # with the fol...
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model1_fixtime.R
# Model 1: mito-auto Mother's curse - 11 Mar 2018 # Invasion and dynamics of Mother's curse mitochondrial type with autosomal restorer # female genotypes AAM AaM aaM AAm Aam aam # and fitnesses 1 1 1 1+sf 1+sf 1+sf # male genotypes AAMb AaMb aaMb AAmb Aamb aamb # and fitnesses 1 ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/VIP.R \name{VIP} \alias{VIP} \title{Variable importance in projection for PLS regression} \usage{ VIP(object) } \arguments{ \item{object}{a model object} } \value{ VIP values } \examples{ data(yarn) yarn.pls <- plsr(density ~ NIR, 6, data = y...
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# Load libraries library(HMM) library(seqinr) library(ape) library(phangorn) # Q2 # Setup old HMM as discussed in class states <- c("Exon", "5site", "Intron") symbols <- c("A","C","G","T") transProbs = matrix(c('EE'=0.9,'E5'=0.1,'EI'=0, '5E'=0, '55'=0, '5I'=1.0, 'IE'=0, 'I5'=0, 'II'=1.0), c(length(states), length(st...
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library(raster) library(SDMTools) source("code/joinRaster_functions.R") #Junta raster y suma valores JR <- joinRaster(files = c("data/Binario_Presente.asc", "data/Binario_2050.asc", "data/Binario_2100.asc"), newValue = 14) JR #Grafico cols <- rev(ter...
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check_top_ld.R
#!/usr/bin/env Rscript args = commandArgs(trailingOnly=TRUE) trait <- as.character(args[1]) chromosomes <- 1:23 need_merge <- c() for(ii in 1:length(chromosomes)){ chr <- chromosomes[ii] if(file.exists(sprintf("/fs/projects/ukbb/yu/BOLT_basicQT_agesq/%s/sex_combined/chr%d/ld/top_snp_sex_combined_win_1mb.ld",tra...
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## File Name: plausible.value.draw.R ## File Version: 0.15 plausible.value.draw <- function( data, X, beta0, sig0, b=b, a=rep(1, length(b) ), c=rep(0, length(b) ), theta.list=seq(-5,5,len=40), pvdraw=1 ) { # recode missings y <- data y[ is.na(data) ] <- 1 respind <- 1 - is.na(d...
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# Transfer necesssary files from local computer to S3 library(aws.s3) library(tidyverse) #----AWS Setup-------------------------------------- # read in AWS secret keys secret_keys <- read_csv("data/raw-data/small/secret_keys.csv") # set keys key <- secret_keys$`Access key ID` secret_key <- secret_keys$`Secret acces...
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# PROJECT: AIL # AUTHOR: A.Chafetz | USAID # PURPOSE: charts for Sheperd Center Talk # LICENSE: MIT # DATE: 2021-04-23 # UPDATED: 2021-04-27 # DEPENDENCIES ------------------------------------------------------------ library(tidyverse) library(glitr) library(glamr) library(extrafont) library(sca...
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library(shiny) shinyUI(pageWithSidebar( headerPanel("Predict me an Iris!"), sidebarPanel( h3('Input Values'), numericInput('slength', 'Sepal Length (4.3 to 7.9)', 5.8, min = 4.3, max = 7.9, step = .1), numericInput('swidth', 'Sepal Width (2 to 4.4)', 3, min = 2, max = 4.4, step = .1), numericInput...
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#' second_modulo #' @export second_modulo <- function(x) round(lubridate::second(Sys.time())) %% x #' expr #' @export expr <- rlang::expr(map_lgl(1:3, ~{cat(".") ; Sys.sleep(1) ; return(second_modulo(5) == 0)}))
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# # Author: Adan Hirales Carbajal # Email: adan.hirales@cetys.mx # plot_generator <- function( freq = 10 ) { # Get command line arguments args = commandArgs(trailingOnly=TRUE) # Parse arguments (basename & dirname) inFile <- args[1] path <- args[2] outFile <- basename(inFile) outFile <- s...
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Do not modify this file since it was automatically generated from: % % RGData.R % % on Tue Jan 15 18:36:16 2008. % % by the Rdoc compiler part of the R.oo package. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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# Title: generate tidy adaptation data # # Author: Michael Koontz # Email: mikoontz@gmail.com # # Date Created: 20150411 # Last Updated: 20150414 # This function takes the entered Tribolium flour beetle data from the "Eco-evolutionary consequences of multiple introductions" adaptation experiment (which is in long for...
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model.data <- read_csv("models/model_data.csv", col_types = cols(Latitude = col_skip(), Longitude = col_skip(), STRUCTURE_CLASS = col_skip(), X1 = col_skip(), ...
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GetSongsArtistsID.R
#' Scrap Artists and songs information from ID #' #' This function allow you to get the information aboute artists and songs from an artist ID from Genius API. You need to have package geniusr installed #' #' @param x A list of artists IDs #' #' @return A dataframe #' #' @examples #' #' \dontrun{ #' #' ## Get a dataset...
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library(ggplot2) library(scales) species = c("Aduranensis","Aipaensis","Alyrata","Athaliana","Atrichopoda", "Bdistachyon","Boleracea","Brapa","Bvulgaris","Cclementina","Cpapaya", "Clanatus","Cmelo","Crubella","Csativus","Egrandis","Eguineensis", "Esalsugineum","Fvesca","Fxananassa",...
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NelderMead <- function(func, ps, aim = 0, param = list(alpha = 1, gamma = 2, rho = 0.5), plot = FALSE, plot_bg = NULL){ #### Library Requirment#### library(dplyr) library(animation) #### Sub Functions #### judge_1 <- function(ps, p, aim){ if(class(p) == "data.frame"){p <- as.vector(as.matrix(p))} if(a...
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library(ggplot2) dat<-read.table("~/Study/study resources/STAT545/Project/Transcripts/Split_Transcripts/sample12.txt",h=T) Trump<-dat%>%filter(Identity==0) Clinton<-dat%>%filter(Identity==1) null_dist_trump<-NULL null_dist_clinton<-NULL for (i in 1:1000){ b<-sample(Clinton$Broadness,1) d<-sample(Clinton$demonstrative...
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## app.R ## library(shinydashboard) library(shiny) library(plotly) library(DT) jscode <- ' $(function() { var $els = $("[data-proxy-click]"); $.each( $els, function(idx, el) { var $el = $(el); var $proxy = $("#" + $el.data("proxyClick")); $el.keydown(function (e) { if (e.keyCode == 13) { $proxy.click(); } }); } ); });...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/car_doc.R \docType{data} \name{car} \alias{car} \title{Car acceptability data} \format{ A data frame containing 1728 rows and 7 columns \describe{ \item{buying.price}{Numeric} \item{maint.price}{Factor} \item{doors}{Factor} \item{pers...
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library(dplyr) source("Neutral model.r") metacommunity = read.csv(file ="0vine-t1-c101-pool.csv" ,header=TRUE,sep=",",row.names = 1) metacommunity[1:10,1:10] metacommunity = t(metacommunity) otu = read.csv(file ="0vine-t1-c101-otutable.csv" ,header=TRUE,sep=",",row.names = 1) otu=t(otu) design = read...
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#============================================================================ # RISK MEASURES #============================================================================ # load libraries library(PerformanceAnalytics) library(quantmod) library(mvtnorm) library(mnormt) library(MASS)...
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#R Project library(tidyverse) st <- read_csv('sampling_stations.csv') head(st) names(st)
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toLoad=c('dplyr','stringr','rgdal', 'rgeos','rnoaa','RNetCDF', 'ggplot2','alphahull','igraph','prevR','gridExtra','usdm','nlme','MASS') for(lib in toLoad){ if(!(lib %in% installed.packages()[,1])){ install.packages(lib, repos="http://cran.us.r-project.org") } library(lib, character.only=TRUE) } di...
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# library dependance for computing the first composante reg.pca.regularization <- function(sample, nb.comp = 1, n.setting = 10, cv.seed = 87, cv.k = 4, idx.y = 1, setting.max = 1, n.iter = 200 , ...){ set.seed(cv.seed) cv.segments <- cvsegments...
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sbd <- bigset %>% group_by(trans_date) %>% dplyr::summarise(am=sum(amount)) hh<- seq(as.Date("2015-09-01"), as.Date("2017-05-16"), by="days") '%!in%' <- function(x,y)!('%in%'(x,y)) hh <- data_frame( trans_date=hh[hh %!in% as.Date(sbd$trans_date+3600*3)], am=NA ) sbd <- rbind(sbd,hh) sbd <- sbd %>% mutate(year = a...
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library("bcv") library("devtools") library("cluster") library("e1071") library("mclust") library("MASS") library("nnet") load_all("../lib/fpc") load_all("../lib/NbClust") #source("../lib/NbClust.R") source("../code/classify.R") source("../code/cluster.R") source("....
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library(ape) testtree <- read.tree("2675_0.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="2675_0_unrooted.txt")
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# Jess, Anna and Seth Project EDA # 11/29/19 source('styleguide.R') source('helpers.R') source('packages.R') source('cleaner.R') # https://cran.r-project.org/web/packages/segmented/segmented.pdf # Read in Clean DF df.clean <- add_time("complete_data_clean.csv") df.tourney <- add_time("tourney_data_clean.csv") names(d...
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path <- getwd() household_power <- data.table::fread(file.path(path, "exdata_data_household_power_consumption/household_power_consumption.txt"), na.strings = "?") # Selection of the database for dates: 1/2/2007 and 2/2/2007 feb_power <- subset(household_power, household_power$Date == "1/2/2007" | household_power$Date...
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# Create a png file - Global Active Power # Read the data from file and filter out the relevant dates chosen_days <- c("2007-02-01","2007-02-02") consumption <- read.csv("household_power_consumption.txt", sep=";", header=TRUE) consumption$Date <- as.Date(consumption$Date, "%d/%m/%Y") consumptionOfDays <- consumption[c...
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library(devtools) library(tidyquant) library(crypto) library(ggplot2) library(tseries) library(zoo) library(dplyr) library(xts) options("getSymbols.warning4.0"=FALSE) options("getSymbols.yahoo.warning"=FALSE) # =============================================================================== #We first co...
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library(seqinr) library(tidyverse) library(gtools) fasta <- read.fasta("toy_data/uniprot-proteome_UP000002494+reviewed_yes.fasta", seqtype = "AA") protein_groups <- read_tsv("toy_data/proteinGroups.txt", guess_max = 20000) %>% {set_names(., gsub(" ", "_", names(.)))} peptides <- read_...
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library(rJava) library(tidyverse) library(xlsx) library(cluster) library(ape) library(dendextend) library(dplyr) library(tidyr) library(tibble) library(splitstackshape) movie_metadata_csv <- read_csv("~/Downloads/movie_metadata.csv.zip") library(ggplot2) library(ggthemes) library(party) library(earth) movies <- movie...
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library(trackeR) library(data.table) library(isofor) library(ggmap) library(e1071) #testing runDF <- readTCX(file = '/home/evgeny/My_Route(1).tcx', timezone = "GMT") #runTr0 <- trackeRdata(runDF) #runSummary <- summary(runTr0) #plotRoute(runTr0, speed = FALSE) #print(runSummary) #plot(runSummary, group = c("total", "...
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setwd("/work/STAT/ajsage") library(RFLOWESS) library(parallel) #Apply iteratively using parSapply # Calculate the number of cores no_cores <- detectCores() - 1 # Initiate cluster cl <- makeCluster(no_cores) clusterEvalQ(cl, { library(RFLOWESS) }) clusterSetRNGStream(cl, 03142018) RL1 <- parSapply(cl=cl, X=1:5, si...
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#' getPredictVariables #' #' Returns a character vector of prediction variables. #' #'@param DTnames column names of DT dataframe #'@return predictVariables string predict variables based on column headers #'@keywords predict #'@export #'@examples #' DTComplete <- DTComplete #' UV <- UV #' predictVars <- getPredictVar...
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####PROJECT TITLE AND CONTACT#### #Diedre Brown | dbrow207@pratt.edu #INFO 640 Data Analysis | Pratt Institute #Final Project #Text Analysis of Lewis Carroll's Alice in Wonderland #15 December 2019 ####LOAD PACKAGES AND LIBRARIES#### #install.packages("tidyverse") #install.packages("ggplot2") #install.packages("ggthem...
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# This code is used to perform a monte carlo analysis on the zipf's law Netlogo model # rf variable importance # Analysis setup storeAllValues <- TRUE noOfReplications <- 10 runsToDo <- c(1:10) runName <- "EV-testing-households" seed <- 1338 nl.path <- "C:/Program Files (x86)/NetLogo 5.1.0" model.path <- "C:/Users/Ma...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/hux_pretty_numbers.R \name{hux_pretty_numbers} \alias{hux_pretty_numbers} \title{FUNCTION_TITLE} \usage{ hux_pretty_numbers(ht, ..., big.mark = ",", scientific = FALSE) } \arguments{ \item{ht}{PARAM_DESCRIPTION} \item{...}{PARAM_DESCRIPTION}...
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#continue with result from bh-apicalls.R script #or read the txt file with ENA sequences #brpossibles = read_tsv("brpossibles.txt") brpossibles = br3 #filter meisenburg and different, longer BR acronyms brf = brpossibles %>% filter(!grepl("Meisenburg",specimen_voucher), !grepl("[A-Z]BR",specimen_v...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mkd_lm_results.R \name{mkd_lm_results} \alias{mkd_lm_results} \title{Creates a markdown document showing the linear regression results} \usage{ mkd_lm_results( lm_list, dat = NULL, mkd_path = NULL, open = FALSE, overwrite = TRUE ) }...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/binomial.R \name{bin_variable} \alias{bin_variable} \title{bin_variable} \usage{ bin_variable(trials, prob) } \arguments{ \item{trials}{trial numbers} \item{prob}{success probability} } \value{ a list containing trials and probability } \des...
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# Forms of the Extract Operator in R ## Extracting elements form a vector. ### Extractor ([]) used to extract content from vectors, lists, or data frames. ####Using [] with direct refering of elemets. x <- 16:30 # vector definition x[13:15] # Extracting the last thre elements (13 to 15) from the vector. #### Usi...
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#' A vector filter for numeric variables with only a few choices #' #' @param input requisite shiny module field specifying incoming ui input #' reactiveValues #' @param output requisite shiny module field capturing output for the shiny #' data filter ui #' @param session requisite shiny module field containing the...
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library(parallel) setwd("C:/Users/meetr/Desktop/Fall 2018/R Analytics INSY 5392/project2") d<-read.csv("final_data.csv") #d<-d1[sample(nrow(d1), 15000), ] #t = d$t #number_of_Cases = d$number_of_Cases #number_of_escalation = d$number_of_escalation #number_of_response_missed = d$number_of_response_missed...
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# Copyright 2007-2020 by the individuals mentioned in the source code history # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # ...
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library(argparse) library(magrittr) library(purrr) library(readr) library(dplyr) parser = ArgumentParser(description = "Combine multiple tabular files into one.") parser$add_argument( "-f", "--files", type = "character", nargs = "+", required = TRUE, help = "array of tabular files to combine")...
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library(shiny) shinyUI(pageWithSidebar( headerPanel("Is this number prime?"), sidebarPanel( numericInput('input1', 'Input any integer between 2 and 10,000', 0, min = 0, max = 10000, step = 1) ), mainPanel( h2('You entered'), verbatimTextOutput("oid1"), h2('This number is '), verbatimTextOutput("primeorno") )...
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library(dplyr) mt <- mtcars %>% slice(1:5) %>% select(mpg, cyl, disp, hp) mt %>% select(-cyl, mpg, hp, disp) %>% select(mpg, hp, disp)
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setwd("C:/Users/Behnam/Documents/Ben/Analytics Training/Data-Science-Coursera/Exploratory-Data-Analysis/Week-1/") df <- read.table(file = "./household_power_consumption.txt", sep = ";", header = TRUE, stringsAsFactors = FALSE, nrows = 10) colclass <- sapply(df,class) df <- read.table(file = "./household_power_consump...