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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/writeASScenario.R \name{writeASScenario} \alias{writeASScenario} \title{Writes an algorithm selection scenario to a directory.} \usage{ writeASScenario(asscenario, path = asscenario$desc$scenario_id) } \arguments{ \item{asscenario}{[\code{\li...
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#' Remove random effects from all.vars #' #' @keywords internal #' all.vars.merMod <- function(formula.) { if(!any(class(formula.) %in% c("formula", "formula.cerror"))) formula. <- formula(formula.) if(inherits(formula., "formula.cerror")) gsub(" " , "", unlist(strsplit(formula., "~~"))) else { n <-...
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## Variance explained by eigenproteins writeVarianceExplained <- function(datExpr, colors, MEs){ varianceExplained <- propVarExplained(datExpr, colors, MEs, corFnc = "cor", corOptions = "use = 'p'") write.csv(x = var...
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#KNN Assignment library("gmodels") #source('C:/Users/Bruger/Desktop/SM-Exercises/loadImage.R', echo=TRUE) #This contains Smoothing override method #source('C:/Users/Bruger/Desktop/Statistical Mashine Learning/BaseFolder/loadImage.R') source('loadImage.R') source('Methods.R') #directory <- 'C:/Users/Bruger/Desktop/Sta...
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#' get_period_open_to_close_sharpe #' #' Sharpe of open to close returns. #' #' @param op2cl_returns_tibble #' @param window_size #' @param annualize defaults to FALSE, if annualize sharpe desired, set to TRUE #' @param scale 252 for daily periodicity, 52 for weekly, 12 for monthly. #' #' @return tibble object with pe...
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standardLoss <- function(pars, standardCriterion, loads, standardIndex){ squaredResiduals <- numeric(length(standardCriterion)) inputData <- data.frame(days = 1:length(loads), loads = loads) for (i in 1:length(standardCriterion)){ inputSubset <- inputData[1:standardIndex[i], ] m...
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-----#Carga de librerias#----- library(RPostgreSQL) library(dplyr) ----#clase 2----- lift_dm <- function (pos,tot) { (pos/tot)/(617/194289) } #P1 antiguedad < 12 (52/9529)/(617/194289) #lift alto #ganancia 52*8000-250*9529 #P not 1 (565/(670+183525))/(617/194289) #visa cuenta estado >10 (79/558)/(617/194289) ...
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#2) Process .nc files into RDS #NOTE: Downloaded files from 1 Dec 84 to 31 Mar 19, 12539 days ht<-500 ef<-'mean'#c('cf','mean') for(k in 1:length(ef)){ nc1<-nc_open(paste("data/geoht/raw/hgt",ht,"_ncep_",ef[k],"_19841201_20190331_hres.nc",sep="")) nc2<-nc_open(paste("data/geoht/raw/hgt",ht,"_ncep_",ef[k],"_1984...
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library(shinydashboard) library("shinyjs",warn.conflicts = FALSE) library("stats",warn.conflicts = FALSE) library("shiny",warn.conflicts = FALSE) library("shinyWidgets",warn.conflicts = FALSE) library(dplyr) library(pdftools) library(tabulizer) library(tidyverse) library(stringi) library(stringr) library(rma...
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\name{expr.dev.test} \alias{expr.dev.test} \title{Deviance Test} \description{ Deviance permuation test. } \usage{ expr.dev.test(xx, formula.full, formula.red = NULL, D.red = NULL, model.dat, test.vars, glm.family, perm = 100, method = c("chisqstat", "permutation"), cf="fisher", adjust=FALSE, snowfall.args=list(...
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library(rtracklayer) plot_data<-c() gtf_data<-c() file_mat<-matrix(c("genscan_dmoj_clean.txt","genscan_dgri_clean.txt","genscan_dvir_clean.txt","dmoj-all-r1.04.gtf","dgri-all-r1.05.gtf","dvir-all-r1.06.gtf","dmoj","dgri","dvir"),,3) for( i in 1:3){ #i<-1 pure_gene_out<-fread(file_mat[i,1]) neg_begin<-pure_gene_ou...
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library(tidyverse) tbl_power_consumption <- read_csv2(unz("exdata_data_household_power_consumption.zip", "household_power_consumption.txt"), na=c("", "NA", "?"), col_types=list(col_date(format='%d/%m/%Y'), col_time(), col_number(), col_number(), col_number(), col_number(), col_number(), col_number(), col_number())) tb...
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#### Preparation and standard Package Loading #### rm(list=ls()) library(ggplot2) library(nlme) library(MuMIn) library(mgcv) library(AICcmodavg) library(scales) library(lattice) library(ncf) library(plyr) library(raster) library(sp) library(maptools) #### Data loading and format #### # Load in the supplementary data f...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/species.R \name{get_species} \alias{get_species} \title{Get Ensembl species} \usage{ get_species( division = get_divisions(), verbose = FALSE, warnings = TRUE, progress_bar = TRUE ) } \arguments{ \item{division}{Ensembl division, e.g....
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library(rvest) library(tidytext) library(dplyr) library(RSelenium) rd <- rsDriver() remDr <- rd[["client"]] remDr$navigate("https://twitter.com/PattyMurray") #scraping_twitter <- read_html("https://twitter.com/realDonaldTrump") #scroll down 5 times, waiting for the page to load at each time for(i in 1:15){ r...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/viz.R \name{plot_curve} \alias{plot_curve} \title{Plot the curve p with color value} \usage{ plot_curve(p, colorstr, l = FALSE) } \arguments{ \item{p}{coordinates of curve} \item{colorstr}{color value} \item{l}{Default value is False, which...
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#' @export #' @importFrom httr GET ApiClientStateGet <- function(email) { base_url <- "https://api.lykkex.com/api/" get_url <- paste0(base_url, "ClientState", "?", param, "=", email) res <- GET(get_url) return(content(res)) }
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### Function dim ### #' Function dim #' #' Reports the dimensions of the assay slot (row = genes; col = samples). #' #' @author John Thompson, \email{john.thompson@@bms.com} #' @keywords RNA-Seq, DGEobj #' #' @param dgeObj A class dgeObj created by function initDGEobj #' #' @return An integer vector [r,c] wi...
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#) CHANGES START HERE GNARXdesign <- function (vts = GNAR::fiveVTS, net = GNAR::fiveNet, alphaOrder = 2, betaOrder = c(1,1), fact.var = NULL, globalalpha=TRUE, tvnets=NULL, netsstart=NULL, lambdaOrder=NULL, xvts=NULL) #) CHANGES END HERE #) lambdaOrder is a l...
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cake_filling_round <- function(d,h,filling) { require(stringr) require(tidyr) require(dplyr) require(tibble) d_range <- 6:12 h_range <- seq(3,4,.25) price_list <- tibble(ingredient = c('icing_sugar','butter','double_cream','chocolate','rum'), units = c(250,250,200,2500,700), ...
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### ExploratoryDataPlot.R --- ## ## Filename: ExploratoryDataPlot.R ## Description: ## Author: Sergio-Feliciano Mendoza-Barrera ## Maintainer: ## Created: Sat Aug 9 09:14:48 2014 (-0500) ## Version: ## Package-Requires: () ## Last-Updated: Sat Aug 9 21:57:18 2014 (-0500) ## By: Sergio-Feliciano Mendoza...
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context("testing functions for the past medical history extraction function") temp_str = "The quick brown fox jumps over the lazy dog.\nPast medical history: pt history of smoking related emphysema. Social history: test" temp_df = data.frame(id = c(1,2,3), text = c("blah, blah\nPast medical histo...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/graph.diffuseP1.r \name{graph.diffuseP1} \alias{graph.diffuseP1} \title{Diffuse Probability P1 from a starting node} \usage{ graph.diffuseP1(p1,sn,G,vNodes,thresholdDiff,adj_mat,verbose=FALSE, out_dir="",r_level=1,coor...
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\docType{data} \name{abilene} \alias{abilene} \title{Abilene data from Fang et al. (2007)} \usage{ abilene } \description{ Data from the 12 node Abilene network from Fang et al. (2007). Both the OD flows and the topology correspond to the actual network. This is the X1 dataset from the given paper. } \section{Objects}{...
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library(encode) ### Name: encode ### Title: Encode Factor-like Levels and Labels as a Simple String ### Aliases: encode ### ** Examples a <- encode( x = list( c('M','F'), c(1:4) ), labels = list( c('male','female'), c('caucasian','asian','african',NA) ) ) b <- encode(c(1:2),c('pediatric','a...
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################################################################################ # Barcelona Graduate School of Economics # Master's Degree in Data Science ################################################################################ # Course : Advanced Computational Methods # Project : Kaggle Competition # Script ...
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#----HEADER---------------------------------------------------------------------------------------------------------------------- # Author: NAME # Date: 4/21/2018 # Purpose: Launches save results for air_pm, air_hap and air, new proportional pafs method # source("FILEPATH.R", echo=T) # qsub -N save_air -pe multi_slot 1...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/cloudfront_operations.R \name{cloudfront_get_continuous_deployment_policy_config} \alias{cloudfront_get_continuous_deployment_policy_config} \title{Gets configuration information about a continuous deployment policy} \usage{ cloudfront_get_co...
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options(stringsAsFactors=F) sampleSheet<-read.csv("/fh/fast/_SR/Genomics/ngs/illumina/solexa/SampleSheets/190812_D00300_0802_BH3FV2BCX3_lcarter.csv") names(sampleSheet)[3] <- "Sample" #TO DO: add some sanity checks #fastx toolkit requires that the sample names be alphanumeric sampleSheet$Sample<-gsub("-","_",sampleSh...
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thetas <- seq(from=-6, to=6, by=0.1) deltas <- seq(from=-6, to=6, by=0.1) alphas <- seq(from=-6, to=6, by=0.1) N = length(thetas) # define probability function p2num <- matrix(NA,nrow=N,ncol=1) p3num <- matrix(NA,nrow=N,ncol=1) p4num <- matrix(NA,nrow=N,ncol=1) p5num <- matrix(NA,nrow=N,ncol=1) p2fun <- function(alp...
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multicontrast <- function(contrast, data, grouping){ # Groups groups <- as.vector(as.matrix(unique(grouping))) # Multivariate Means for Each Variable in Each Group M <- apply(data, 2, function(y) tapply(y, grouping, mean)) M <- M[match(groups, row.names(M)),] # Counts for Each Group N <- table(gr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/geNorm.R \name{plotM} \alias{plotM} \title{Plots average M of remaining genes} \usage{ plotM(Mrem) } \arguments{ \item{Mrem}{the result returned by function of geNorm()} } \description{ This function plots the average expression s...
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result <- read.csv("testdata/drinking_water.csv", header = T) head(result) summary(result) sd(result$친밀도) # 0.9703446 sd(result$적절성) # 0.8596574 sd(result$만족도) # 0.8287436 # 정규성 확인 hist(result$친밀도) hist(result$적절성) hist(result$만족도) # cov : 공분산 확인. 상관계수 확인 하기 위함. cov(1:5, 2:6) # 2.5 cov(1:5, c(3, 3, 3, 3, 3)) # 0 , ...
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# 设置文档存储位置 # setwd("C:/Users/apple/Desktop/Textasdata") library(rJava); library(Rwordseg); library(tm); # 安装中文TM包 #install.packages("C:\\SogouDownload\\tmcn_0.1-4.tar", repos=NULL, type="source") library(tmcn) library(tm) library(Rwordseg) # lecture<-scan(file.choose(),sep="\n",what="",encoding="UTF-8") # names(...
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\name{getFolds} \alias{getFolds} \title{split N samples into nfolds folds.} \description{Convenient function for cross-validation Function by Levi Waldron.} \usage{getFolds(N, nfolds)} \arguments{ \item{N}{number of samples} \item{nfolds}{number of folds} } \value{integer vector indicating to which fold...
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library(dplyr) consmp <- read.csv("../supplemental/household_power_consumption.txt", sep=";", header=TRUE, stringsAsFactors=FALSE, na.strings="?", colClasses=c("character", "character", rep("numeric", 7))) consmp_tab <- tbl_df(consmp) consmp_tab <- consmp_tab %>% filter(Date ...
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library(osqp) ### Name: osqp ### Title: OSQP Solver object ### Aliases: osqp ### ** Examples ## example, adapted from OSQP documentation library(Matrix) P <- Matrix(c(11., 0., 0., 0.), 2, 2, sparse = TRUE) q <- c(3., 4.) A <- Matrix(c(-1., 0., -1., 2., 3., 0., -1., -3., 5., 4.) ...
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#' package.load - a function to load (library) all required packages. #' #' This function allows you to load all of the common use packages dependencies for Spectre. #' #' @return loads all the common use package libraries. #' #' @param type DEFAULT = "general". If "general", then loads packages required for general Sp...
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#! /usr/bin/env Rscript # Jan. 30, 2017 # KKD for Sage Bionetworks library(synapseClient) synapseLogin() library('githubr') source('/Users/kkdang/Computing/rgithubclient_authenticate.R') sourceRepoFile(sageCode, "scri_cran/process_metadata_validation.R") setwd('~/Computing/cranio/') library(biomaRt) library(gplots) l...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mp32wav.R \name{mp32wav} \alias{mp32wav} \title{Convert .mp3 files to .wav} \usage{ mp32wav(samp.rate = 44.1, parallel = 1, from = NULL, to = NULL, normalize = NULL, pb = TRUE) } \arguments{ \item{samp.rate}{Sampling rate at which the .wav f...
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# Load Packages library("edgeR") library("Seurat") library("Matrix") library("reticulate") library("cowplot") library("biomaRt") library("stringr") library("dplyr") library("CytoTRACE") library("ggplot2") library('RColorBrewer') # Load Seurat Objects combined <- readRDS("C:/Users/miles/Downloads/rna/data...
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context("colours") test_that("", { expect_identical(x <- darken("red"), "#B60000") expect_identical(lighten(x), "#FE0000") })
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# This file was generated by Rcpp::compileAttributes # Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 measureColonies <- function(img, l, r, t, b, background, thresh) { .Call('screenmill_measureColonies', PACKAGE = 'screenmill', img, l, r, t, b, background, thresh) } nearestNeighbor <- function(x, y) { ...
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rm( list = ls( ) ) # Compute the price impacts using the leontief price model # Compared to the 1903 version, I have also included a second version # of the analysis that accounts for case duration # author: mattia cai ############################################## ### Warning: XLConnect conflicts with xlsx ### ####...
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#............................................................... # Code: Machine Learning with R # Obj: Unsupervised Learning: Clustering # author: E. Grant #............................................................... #............................................................... # 1. Working...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/geomflatviolin.R \name{geom_flat_violin} \alias{geom_flat_violin} \title{A Flat Violin plot} \usage{ geom_flat_violin(mapping = NULL, data = NULL, stat = "ydensity", position = "dodge", trim = TRUE, scale = "area", show.legend = NA, inher...
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#!/usr/bin/env Rscript # Raw Signal NB binomial modeling # This will take a raw signal distribution and fit it to NB to # calculate probabilities scores. # INPUT: # 1) Motifs files # 2) Factor name # 3) Output file handle # 4) Column where values are # (mu) Manual NB mean # (size) Manual NB overdispersion # (TP) ...
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library(ibmdbR) ### Name: idadf,idaSave,idaUpdate ### Title: Query, store and update data in the database. ### Aliases: idadf idaSave idaUpdate ### ** Examples ## Not run: ##D # create connection to DB ##D con <- idaConnect("BLUDB", "", "") ##D ##D # create data.frame from table ##D df <- idadf(con, "SELECT * FRO...
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\name{nmis} \alias{nmis} \title{ Campos no validos } \description{ Devuelve el numero de campos en los que hay valor ausente, missing } \usage{ nmis(x) } \arguments{ \item{x}{ Matriz o data.frame } } \value{ Vector numerico } \author{ Emilio Arenas }
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utils::globalVariables( c( "." , "_item" , "votes" , "tie_breaker" , "majority_vote" , "_label" , "est_prob" , "name" , "value" , "_annotator" , "labeled" , "est_prob" , "iter" , "ll" , "labeled" , "est_prob" , "_prob_" , "_label_no_" ) )
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# moves the windows start and end to regions where no peaks are observed .makenewfromto <- function(windfrom, empty , isfrom = TRUE) { newfrom <- NULL for (from in windfrom) { idx <- which.min(abs(from - empty)) startmass <- 0 if (isfrom) { if (idx > 1) { if (empty[idx] < from) { ...
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# qc_filtering.R # E Flynn # 11/9/17 # Code for running initial QC filtering for X, Y, XY (PAR), MT chromosomes. # Filters by LD, missingness <= 0.1, MAF >= 0.01. We do not have HWE data for X chromosome - this is tricky to get. DATA.FOLDER <- "data/" QC.DIR <- sprintf('%s/chr_qc/', DATA.FOLDER) LD.DIR <- QC.DIR ge...
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#' @title FUNCTION_TITLE #' @description FUNCTION_DESCRIPTION #' @param location_set_version_id PARAM_DESCRIPTION #' @param year_start PARAM_DESCRIPTION #' @param year_end PARAM_DESCRIPTION #' @param by_sex PARAM_DESCRIPTION, Default: 1 #' @param by_age PARAM_DESCRIPTION, Default: 1 #' @param custom_sex_id PARAM_DESCRI...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utils.R \name{journals} \alias{journals} \title{List available journals} \usage{ journals() } \value{ A character vector of the journal names. } \description{ List available journal names in this package. } \details{ These names can be useful...
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# download course file and unzip it get_course <- function(url_path, set_path) { options(Ncpus = 4) # if (require(rsetup)) { remove.packages("rsetup") } usethis::use_course( url = url_path, destdir = set_path ) } # get course from url and activate the project set_project <- function(url_path, set_pa...
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# Title : TODO # Objective : TODO # Created by: KIIT # Created on: 8/18/2020 nterms <- as.integer(readline("Enter the Number of terms ")) n1 <- 0 n2 <- 1 count <- 2 while(count < nterms) { nth <- n1 + n2 print(nth) n1 <- n2 n2 <- nth count <- count + 1 }
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run_analysis<-function(){ #**************I/O for all the given data files**********************# # set the wd setwd("~/Data/Venkata/Personal/Coursera/Getting_and _Cleaning_Data/Working_Directory") # identify the data directory data_dir<-"Data/getdata-projectfiles...
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dat.lee2004 <- read.table("data-raw/dat.lee2004.txt", header=TRUE, stringsAsFactors=FALSE) save(dat.lee2004, file="data/dat.lee2004.rda")
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setMethod("finish", signature = signature( publicationType = "HTMLReport" ), definition = function(publicationType, ...){ closePage(page(publicationType)) } ) setMethod("finish", signature = signature( publicationType = "DataPackage" ), definition = function(publicat...
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## ----------------------------------------------------------------------------------------------------------------- # Seasonality Classification # 00_bound_by_transmission.r # # Amelia Bertozzi-Villa, Institute for Disease Modeling, University of Oxford # May 2018 # # For a given covariate and continent of interest,...
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#!/usr/bin/Rscript rm(list=ls()); library(gplots); Inputs<-commandArgs(trailingOnly=TRUE) #Inputs=c("~/Dropbox/Work/MalCheck/", "ToHeatMap_Consensus.txt", "HeatMap_consenus.pdf", "white", "blue", "red") ##set working directory setwd(getwd()) #setwd(Inputs[1]) #Load file in R, assumes first row is header and first col...
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# Options ----------------------------------------------------------------- setwd("C://users//jmiller//Desktop//yang") # Functions and Libraries ------------------------------------------------- pacman::p_load(data.table, rvest, stringi, sqldf, XML) # returns string w/o leading or trailing whitespace trim <- function...
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init_tree <- function(tree, .values) { # Add pkgs node pkgs_node <- tree$get_root_node()$add_child( explorer_class_id = "__group__", object = Object$new("Package datasets"), removable = FALSE, return = "child" ) # Extract all data.frames out of datasets and fill pkgs_node add_pkg_datasets("...
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#' @title Computing prior probabilities associated with putative annotations #' #' @description #' This functions takes as input the output of the find.hits() function and computes the prior #' probabilities for the putative annotations #' #' #' @param Hits The output of find.hits() function #' @param dataset A matrix...
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library(futile.matrix) ### Name: RandomMatrixModel ### Title: Type constructors for random matrices and ensembles of random ### matrices ### Aliases: Ensemble JacobiMatrix JacobiModel RandomMatrixModel ### WignerMatrix WignerModel WishartMatrix WishartModel ### ** Examples model <- WignerModel(10) m <- rmatrix(...
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#### Quasi-Deviance Differences --- for Model Selection #### --------------------------------------------------- -> ./anova-glmrob.R ## MM: These function names are really too long ## but then, they are hidden in the name space ... ## (Maybe it would be nice to do this as one function with "family" .. ) glmrobM...
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#' Plot a path #' #' @param dataset List with data, path, lat, lon, etc. #' @param plot_data Plot the data? #' @param lat_bounds Latitude bounds (for zooming in) #' @param lon_bounds Longitude bounds (for zooming in) #' @param colored_line Color the path: NA=>no, "group"=> by group ID, "value"=> by group value #' @para...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ml_evaluation_prediction.R \name{ml_evaluator} \alias{ml_evaluator} \alias{ml_binary_classification_evaluator} \alias{ml_binary_classification_eval} \alias{ml_multiclass_classification_evaluator} \alias{ml_classification_eval} \alias{ml_regre...
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rm(list=ls()) library(plyr) library(reshape2) library(ggplot2) library(lme4) library(bootstrap) raw.data <- read.csv("../data/experiment4.csv") ## for bootstrapping 95% confidence intervals theta <- function(x,xdata,na.rm=T) {mean(xdata[x],na.rm=na.rm)} ci.low <- function(x,na.rm=T) { mean(x,na.rm=na.rm) - quantile(...
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#!/usr/bin/Rscript args = commandArgs(TRUE) infile = args[1] outfile = args[2] library(Matrix) df = read.table(infile, header=T) motifs = levels(df$motif_ID_1) combos = combn(motifs,2) pvals = matrix(NA,length(motifs),length(motifs)) for (i in 1:ncol(combos) ) { df_subset = subset(df,motif_ID_1==combos[1,i]&m...
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context("clustering") test_that("clusteringTask1 behave as expected", { # Generate 60 reference sinusoïdal series (medoids to be found), # and sample 900 series around them (add a small noise) n <- 900 x <- seq(0,9.5,0.1) L <- length(x) #96 1/4h K1 <- 60 s <- lapply( seq_len(K1), function(i) x^(1+i/30)*cos(x+i)...
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# Script to select the plots with pure Pinus nigra stands (>80% BA) within Solson?s library(medfate) #setwd("D:/Recerca/Lab/CaseStudy_INFORMED/") # Load coordinates ifn3_xy <- read.delim("D:/Recerca/Datasets/IFN/IFN3/ifn3_xy_cat_unique.txt", row.names=1, header=TRUE) coords = ifn3_xy[,-1] r...
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\name{Prostate2000Raw} \alias{Prostate2000Raw} \title{Prostate Cancer 2000 Raw Spectra} \concept{prostate cancer} \description{A data object of class \code{msSet}, consisting of 654 mass spectra (327 spectra in duplicate) from 2000 to 20000 Da, which were generated from patients with prostate cancer, benign prostatic h...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/pulseData.R \name{findDeseqFactorsForFractions} \alias{findDeseqFactorsForFractions} \title{Calculate normalisation factors} \usage{ findDeseqFactorsForFractions(count_data, conditions) } \arguments{ \item{count_data}{integer matrix, colnames...
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library(downloader) url <- "https://raw.githubusercontent.com/genomicsclass/dagdata/master/inst/extdata/femaleControlsPopulation.csv" filename <- basename(url) download(url, destfile=filename) x <- unlist( read.csv(filename) ) # make averages5 set.seed(1) n <- 1000 averages5 <- vector("numeric",n) for(i in 1:n){ X ...
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#' create a list of all the packages needed to run this R File. all_packages_needed <- c("reshape", "dplyr","proxy", "matrixStats","R.methodsS3", "zoo","gtools", "Hmisc","knitr","plyr") #' #'if an R package that is needed to run this code is not installed, install it. packages_to_install <- all_packages_needed[!(all_...
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library(tidyverse) files <- data_frame(path = dir("data-raw/global-fishing-watch/fishing_effort/daily_csvs", full.names = TRUE), year = dir("data-raw/global-fishing-watch/fishing_effort/daily_csvs") %>% str_sub(1,4)) years <- unique(files$year) for(y in 1:length(y...
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# Test the effect of spatial structure on the average reduction in pi values # for both autosomes and the X chromosome and generate the relevant confidence # intervals. setwd("/home/topher/RangeExpansionGenetics/FinalAnalyses/MeanPi") library(lme4) library(boot) library(pbkrtest) PopPi <- read.csv("PiMeans.csv")...
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sqtl.seeker.modified <- function (tre.df, genotype.f, gene.loc, genic.window = 5000, min.nb.ext.scores = 1000, nb.perm.max = 1e+06, nb.perm.max.svQTL = 10000, svQTL = FALSE, approx = TRUE, verbose = TRUE) { . = nb.groups = snpId = NULL check.genotype <- function(geno.df, tre.df) { apply(g...
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##R Programming - Assignment 2 ##Two functions that cache and return the inverse of a matrix. ## makeCacheMatrix ## Inputs: 1 Matrix ## Returns: 1 List of 4 functions: set, get, setinverse and getinverse makeCacheMatrix <- function(x = matrix()) { i <- NULL set <- function(y) { x <<- y ...
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score = function(symbols) { prize <- 0 all_bars <- FALSE bars <- c("B", "BB", "BBB", "DD") if (sum(symbols %in% bars) == 3) { all_bars <- TRUE } } if (sum(symbols %in% c("B", "DD")) == 3 & sum(symbols %in% c("B")) >= 1) { prize <- 10 } else if (sum(symbols %in% c("C", "DD")) == 3 & sum(symbols %i...
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library(caret); library(knitr);library(randomForest) library(rattle); library(rpart.plot);library(rpart) library(gbm); library(corrplot); library(ggplot2) library(colorspace); library(e1071) #load("pml-testing.csv") #load("pml-training.csv") #load data trainData <- read.csv("pml-training.csv"); dim(trainData) testData ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/plantGrowth.r \docType{data} \name{plantGrowth} \alias{plantGrowth} \title{Aboveground biomass of imaginary seedlings treated with two levels of N and P in a crossed design.} \format{ A data frame with 24 rows and 4 variables } \usage{ data(p...
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`spin` <- function(a,V){ stopifnot(is.numeric(a)) stopifnot(is.matrix(V)) new("spin",x=rbind(a,V)) # this is the only place new("spin",...) is called } `r1` <- function(x){x@x[1,,drop=TRUE]} `rn` <- function(x){x@x[-1,,drop=FALSE]} `quadraticform` <- function(M){ # modelled on lorentz::sol() if(missing(M)){ ...
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# Loading the .rds data NEIdata <- readRDS("data/summarySCC_PM25.rds") SCCdata <- readRDS("data/Source_Classification_Code.rds")
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# Package Description for Roxygen: #' This package is an implementation of cooperative coevolution for large scale global optimization. #' To use this package, several Python modules must be installed beforehand, namely: numpy and PyGMO. #' #' Note: This package uses column-major ordering, i.e. an individual should be ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/nhanes_data.R \docType{data} \name{nhanes_data} \alias{nhanes_data} \title{National Health and Nutrition Examination Survey (NHANES) example dataset} \format{A dataframe. \describe{ \item{cid}{Patient identifier.} \item{sex}{1 = male, 2 =...
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# setwd("~/Dropbox/cs/bigdata/datacamp/dswr_visual_ggplot/part1"); source("ggplot_pract.R") require(ggplot2) require(tidyverse) require(data.table) library(repr) options(repr.plot.width=4, repr.plot.height=3) testplot <- function(meansdf) { p <- ggplot(meansdf, aes(fill = condition, ...
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# SET YOUR WORKING DIRECTORY !! # SCRIPT TO COMPARE AGE ABUNDANCE ESTIMATES BY ALK AND CRL rm(list = ls()) # Libraries require(mgcv) require(fishmethods) require(reshape2) require(ggplot2) # Read data: cdata = read.csv('data/POLLOCK_CATCH_2015_2019.csv') ldata = read.csv('data/POLLOCK_LENGTH_2015_2019.csv') adata = ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/quicksight_operations.R \name{quicksight_describe_template_definition} \alias{quicksight_describe_template_definition} \title{Provides a detailed description of the definition of a template} \usage{ quicksight_describe_template_definition( ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/attributes.R \name{edge_attr_names} \alias{edge_attr_names} \alias{list.edge.attributes} \title{List names of edge attributes} \usage{ edge_attr_names(graph) } \arguments{ \item{graph}{The graph.} } \value{ Character vector, the names of the ...
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# Log-likelihood function for EPS-CC epsCC.loglik_ex = function(parameters,data,l,u){ param = parameters len = dim(data)[2] y = data[,1] x = as.matrix(data[,2:len]) n = length(y) lenp = length(param) alpha = param[1] beta = param[2:(lenp-1)] tau = param[lenp]; sigma2 = exp(tau); s...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/managedgrafana_operations.R \name{managedgrafana_describe_workspace} \alias{managedgrafana_describe_workspace} \title{Displays information about one Amazon Managed Grafana workspace} \usage{ managedgrafana_describe_workspace(workspaceId) } \a...
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###################### ## Fit hwep on Shirasawa data ###################### # Number of threads to use for multithreaded computing. This must be # specified in the command-line shell; e.g., to use 8 threads, run # command # # R CMD BATCH '--args nc=8' shir_hwep.R # args <- commandArgs(trailingOnly = TRUE) if (length(...
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\name{SCEnews} \title{SingleCellExperiment News} \encoding{UTF-8} \section{Version 0.99.4}{\itemize{ \item New package SingleCellExperiment, for representation of single-cell genomics data. }}