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#' @title Gibbs sampler for SIR model #' @description initialize agent states for SIR model given y such that the complete likelihood is not zero. #' @param y population observations #' @param model_config a list containinng parameters, features, and network structure #' @export #' @return agent_states sir_xx_initial...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/chk_clm_rdr.R \name{chk_clm_rdr} \alias{chk_clm_rdr} \title{Create claim rider vector} \usage{ chk_clm_rdr(rider, code, target) } \arguments{ \item{rider}{is a rider vector} \item{code}{is a kcd code regular expression vector} \item{target}...
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F.GEV <- function (x, xi, alfa, k) { if (k == 0) { y <- (x - xi)/alfa } else { y <- -k^(-1) * log(1 - k * (x - xi)/alfa) } F <- exp(-exp(-y)) return(F) }
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#Facial Recognition - Computational Statistics library(imager) filename <- 'yalefaces/subject14.gif' file <- system.file(filename,package='imager') im <- load.image(file)
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/rolling_window.R \name{Ar1_sd} \alias{Ar1_sd} \title{SD of lag-1 autocorrelation with detrending} \usage{ Ar1_sd(x, detrend = FALSE, prop_req = 0.99) } \arguments{ \item{x}{numeric} \item{detrend}{TRUE or FALSE, default = FALSE} \item{prop_...
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##First read the Samsung data in the working directory ##subject_test are the subject ids, activity the activity ids, ##features are the actual datapoints for subjects and activities subject_test<-read.table("test/subject_test.txt") activity_test<-read.table("test/y_test.txt") features_test<-read.table("test/x_test.t...
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#!/salmon_merge_table.R #The script merges the Salmon reference-free alignments outputs into one file for both gene and transcript level. #The script has 2 inputs: #1)fileDirectory -> list of directories where the salmon's outputs are saved. #2)gene_tx -> path to a file which has atleast two columns called "GeneID" a...
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# WGCNA for DMRichR results # Modified from: https://horvath.genetics.ucla.edu/html/CoexpressionNetwork/Rpackages/WGCNA/Tutorials/index.html # Ben Laufer rm(list=ls()) options(scipen=999) cat("\n[DM.R] Loading packages \t\t\t", format(Sys.time(), "%d-%m-%Y %X"), "\n") .libPaths("/share/lasallelab/programs/DMRichR/R_...
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# this is my first R script # do some things x <- 34 y <- 16 z <- x + y # addition w <- y/x # division # display the results x y z w # change x x <- "some text" # display the results x y z w
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library(data.table) library(dplyr) args <- commandArgs(trailingOnly=TRUE) if (!(length(args)==2)) { # Check for exactly 2 arguments stop("2 arguments needed: exposure_var and cov_suffix", call.=FALSE) } envVar <- args[1] # First argument is the dietary exposure of interest cov_suffix <- args[2] # Second argument ...
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lsdnorm <- function(x, mean=0, sd=1, tau=0.2) { if (tau >= 1 | tau <= 0) stop("quantile order of 'tau' must be in the range (0,1). For order equal to 1 use function 'sdnorm'") tau <- 1-(1-tau)/2 tau <- qnorm(tau, 0, sqrt(2)*sd) ldnorm.int <- function(x, tau, mean, sd) { pdf <- function(x) dnorm(x,...
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library(arsenal) ### Name: write2specific ### Title: write2word, write2html, write2pdf ### Aliases: write2specific write2word write2pdf write2html ### ** Examples ## Not run: ##D data(mockstudy) ##D # tableby example ##D tab1 <- tableby(arm ~ sex + age, data=mockstudy) ##D write2html(tab1, "~/trash.html") ##D ##D...
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# Load Packages library(tidyverse) library(here) library(xlsx) library(caret) library(psych) # Data path data.path <- "C:/Users/loquetg/Documents/Data/" # Load data data.right <- read.xlsx(paste0(data.path,"DATA_All_Norm_R_V6.xlsx"),1) #data.left <- read.xlsx(paste0(data.path,"DATA_All_Norm_L_V6.xlsx"),...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ImportMethods.R \name{import.bedmolecule} \alias{import.bedmolecule} \title{import.bedmolecule} \usage{ import.bedmolecule(filepath) } \arguments{ \item{filepath}{The path to the BED file.} } \value{ Returns a \code{\link{CTSS}} object. } \de...
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# Correction factor for total production prodtotals <- obs_totalprod %>% group_by(fg, year) %>% summarize(total = sum(bin_value * (bin_max-bin_min))) dbh_pred <- exp(seq(log(1.2), log(315), length.out = 101)) mids <- function(a) a[-length(a)] + diff(a)/2 dbh_binwidth <- diff(dbh_pred) dbh_df <- data.frame(dbh =...
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library("data.table") # Import name counts by state, sex, year names <- fread("raw/us-names-by-gender-state-year.csv") ## Save name counts by sex tmp <- names[, list(count=sum(count)), by=list(sex, name)][order(-count)] write.csv(tmp, "data/us-names-by-gender.csv", quote=F, row.names=F) ## Smaller data:top ...
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##################################################### ### Progression of versions ##################################################### ## Goal: put all pieces together for one simulation file ## control file -- just modify the mig_step -- ## all output is sent to an external csv file ## 20 May 2012: Modified mig-ste...
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#download MODIS brdf to VI data for BAED # load libraries library(rgdal) library(raster) #################### Data pre-processing ####################### # list files Work.Dir <- "D:/users/Zhihua/Landsat/p122024" setwd(Work.Dir) # read a polygon shapefile testr1 = readOGR("D:\\users\\Zhihua\\Landsat\\p122024\\tes...
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##Ok - this is an R to do qc from nanopore fastq ##Default input variable sampdir="/kyber/Data/Nanopore/projects/moth/SRA_data" modif="blah" ##Plots go here: #plotdir=file.path(sampdir) ##Load libraries and sources library(Biostrings) library(ShortRead) library(ggplot2) library(reshape2) library(plyr) library(ti...
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#' @title A method to query Opencga Files #' @aliases OpencgaFiles #' @description This method allow the user to create, update and explore #' files data and metadta #' @export setMethod("OpencgaFiles", "Opencga", definition = function(object, id=NULL, ac...
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# Setup ################################################################################ # Clear workspace rm(list = ls()) # Turn off sci notation options(scipen=999) # Packages library(rio) library(plyr) library(dplyr) library(tidyr) library(reshape2) library(RColorBrewer) # Directories datadir <- "data/test_case...
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#!/usr/bin/env Rscript # This function calculates heights of trees given distance of each tree # from its base and angle to its top, using the trigonometric formula # # height = distance * tan(radians) # # ARGUMENTS # degrees: The angle of elevation of tree # distance: The distance from base of tree (e.g., meter...
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# Carga la excel library(readxl) W01 <- read_excel("C:/Users/a212857/Downloads/W01.xlsx", 1) # Obtiene el vector lógico para consultar las oportunidades con Closing date 2016 lfecha.closing <- as.Date.numeric(W01$`Closing Date`, origin="1899-12-30") < as.Date("2017/01/01") & as.Date.numeric(W01$`Closing Date`, origin=...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mapper.R \encoding{UTF-8} \name{mapper} \alias{mapper} \title{mapper} \usage{ mapper( X, filter, cover = c(cover = "fixed interval", number_intervals = 10L, percent_overlap = 35), distance_measure = "euclidean", clustering_algorithm...
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#' @title #' Dent Function #' #' @description #' Builds and returns the bi-objective Dent test problem, which is defined as #' follows: #' \deqn{f(\mathbf{x}) = \left(f_1(\mathbf{x}_1), f_2(\mathbf{x})\right)} #' with #' \deqn{f_1(\mathbf{x}_1) = 0.5 \left( \sqrt(1 + (x_1 + x_2)^2) + \sqrt(1 + (x_1 - x_2)^2) + x_1 - x_...
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pizza <- function(y = 0.8){ opar <- par()$mar on.exit(par(mar = opar)) par(mar = rep(0, 4)) plot.new() circle(0.5, 0.5, 4, "cm", , 4) circle(0.5, 0.5, 3.5, "cm", , 4) circle(0.42, 0.62, 0.3, "cm", , 4) circle(0.47, 0.4, 0.3, "cm", , 4) circle(0.60, 0.45, 0.3, "cm", , 4) circle(0.66, 0.54, 0.3, "cm",...
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# +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ # Series :01 # Name: Day of the week and Volatility # Description: This program estimate return and asset's volatility # by using GARCH and Modified-GARCH # Ticker: IDX; JKSE # Author: Asri Surya # Date: March 2020 #++++++++++++++++++++++...
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############################# # # Author: Gina Nichols # # Date Created: March 5 2020 # # Date last modified: # # Purpose: prepare data for analysis # # Inputs: ccweeddat (from the ccweedmetapkg) # # Outputs: wd_wide and wd_long in working_data folder # # Steps: 1) calculate termination-to-planting gaps # 2) F...
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library(celestial) ### Name: deg2dms ### Title: Convert decimal degrees to dms format. ### Aliases: deg2dms ### Keywords: convert ### ** Examples print(deg2dms(12.345)) print(deg2dms(12.345,type='cat',sep=':')) print(deg2dms(12.345,type='cat',sep='dms')) print(deg2dms(12.345,type='cat',sep='DMS'))
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/visualization.R \name{AugmentPlot} \alias{AugmentPlot} \title{Augments ggplot2-based plot with a PNG image.} \usage{ AugmentPlot(plot, width = 10, height = 10, dpi = 100) } \arguments{ \item{plot}{A ggplot object} \item{width, height}{Width ...
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library(MetaheuristicFPA) ### Name: fpa_optim ### Title: Metaheuristic - Flower Pollination Algorithm ### Aliases: fpa_optim ### ** Examples # find the x-value that gives the minimum of the dejong benchmark function # y = sum(x[i]^2), i=1:n, -5.12 <= x[i] <= 5.12 # global minimum is 0 when each x = 0 deJong<-func...
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args=commandArgs(trailingOnly = TRUE) demographics <- read.csv(file=args[1], head=TRUE, sep="\t") age <- demographics$age mean_age=sum(age)/length(age) demean_age <- age - mean_age stopifnot(mean_age<100) stopifnot(mean_age>10) write.table(demean_age, file="age_demeaned.tsv", row.names=FALSE, col.names=FALSE, sep="\t"...
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## module for clinical engagement #baseline screening # Load libraries --------------------------- library(ergm) #Initialize function clinical_engagement <- function(net.f, institutional, social, control, time_step){ #this function simulates clinic visits ## get individual attributes pop_size <- 5000 ag...
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# =========================================================================== # # Utility Functions # =========================================================================== # # =================================== # # plotting # =================================== # ggplotMissing <- function(x) { #' plots mis...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/riverdist_1.R \name{whoconnected} \alias{whoconnected} \title{Check Which Segments are Connected to a Given Segment.} \usage{ whoconnected(seg, rivers) } \arguments{ \item{seg}{The segment to check} \item{rivers}{The river network...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/getVideoMetrics.R \name{getVideoMetrics} \alias{getVideoMetrics} \title{Get metrics for a list of videos} \usage{ getVideoMetrics(token, contentOwner, from, to, videos, metrics = NULL) } \arguments{ \item{token}{Access token} \item{contentOw...
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# Download raw data from https://boonelab.ccbr.utoronto.ca/supplement/costanzo2016/ # Data file S5 (sheet 3) library(openxlsx) library(tibble) library(biomaRt) library(dplyr) # Use biomaRt to get gene members per SAFE term #pathwayFile <- system.file("extdata", "Data_File_S5_SAFE_analysis_Gene_cluster_identity_and_fun...
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#' @title List built targets. #' @export #' @family progress #' @description List targets whose progress is `"built"`. #' @return A character vector of built targets. #' @inheritParams tar_progress #' @param names Optional, names of the targets. If supplied, the #' function restricts its output to these targets. #' ...
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# # The UI part of the Developing Data Products Coursera Course. # library(shiny) shinyUI(pageWithSidebar( # The header panel with a title # headerPanel("Various distributions plots"), # The side bar panel with controls that help adjust plots' parameters # sidebarPanel( ...
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#' Recode the values in a vector #' #' @param x vector containing values #' @param from vector containing the unique elements of x #' @param to values in which the corresponging elements of from needs to be changed in #' @return Returns a vector where the values of x are changed from the values in the vector from to t...
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## Complete tutorial available at: [http://plotkml.r-forge.r-project.org] plotKML.env(kmz = FALSE) ## -------------- SpatialPointsDataFrame --------- ## library(sp) library(rgdal) data(eberg) coordinates(eberg) <- ~X+Y proj4string(eberg) <- CRS("+init=epsg:31467") ## subset to 20 percent: eberg <- eberg[runi...
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scale_x_wl_continuous.Rd.R
library(ggspectra) ### Name: scale_x_wl_continuous ### Title: Wavelength x-scale ### Aliases: scale_x_wl_continuous ### ** Examples library(ggplot2) library(photobiology) ggplot(sun.spct) + geom_line() + scale_x_wl_continuous() ggplot(sun.spct) + geom_line() + scale_x_wl_continuous(-6) ggplot(sun.spct) +...
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install.packages("dplyr") library(dplyr) setwd("c:\\easy_r") exam <- read.csv("csv_exam.csv") exam exam %>% filter(class == 1) exam %>% filter(class == 2) exam %>% filter(class != 1) exam %>% filter(class != 3) exam %>% filter(math > 50) exam %>% filter(math < 50) exam %>% filter(math >= 80) exam %>% filter(math <= 80)...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/framer.R \name{TEIdy} \alias{TEIdy} \title{Load an XML document as a data.frame} \usage{ TEIdy(fname, ignore = c(), discard = c(), keep = c()) } \arguments{ \item{fname}{A filename} \item{ignore}{Tags that, when encountered, will not be adde...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/helpers.R \name{fill.f} \alias{fill.f} \title{Replace conditional on given function} \usage{ fill.f(x, value, f = is.na) } \arguments{ \item{x}{values} \item{value}{replacement value} } \description{ Replace conditional on given function }
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potential-details.R
#' Estimate Potential #' #' Details of the estimated interaction potential between two types #' #' @param fit Model fit returned by fitGlbin_CV #' @param i Type 1 index, one of 1, ..., p #' @param j Type 2 index, one of 1, ..., p #' #' @details The lasso-path coefficients of the interaction parameters between types i a...
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#' @import proto scales RgoogleMaps png plyr reshape2 grid rjson mapproj #' @docType package #' @name ggmap #' @aliases ggmap package-ggmap NULL
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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 #' ComDayCqReplicationImplContentDu...
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Navigator_Chapt_5.R
##Navigator question----------------- library(data.table) library(ggplot2) precip_raw <- readRDS('./data/raw/precip_day.rds') runoff_summary <- readRDS('data/runoff_summary.rds') runoff_summary_key <- readRDS('data/runoff_summary_key.rds') runoff_stats <- readRDS('data/runoff_stats.rds') runoff_month_key <- readRDS('d...
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getDataFromMySQL.R
library(RMySQL) con <- dbConnect(MySQL(), group = "kwlmi", dbname = "kwlmi") ## Variables kentucky <- "kentuckyPUMS" peerCities <- "peerCityPUMS" louisville <- "louisvilleMSA_PUMS" statement <- function(place) { paste("SELECT *", "FROM", place, ";") } # Pull data from MySQL Database, change place argument in stat...
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create_top_tracks.R
## code to prepare `DATASET` dataset goes here library(tidyverse) library(spotifyrecommendations) sk_top_tracks <- read.csv(file.path( 'data-raw', 'SK_Artist_Top_Tracks_Table.csv' )) %>% setNames(., c("spotify_artist_id", names(.)[2:ncol(.)])) names ( sk_top_tracks ) listen_local_artists <- sk_top_tracks %>% s...
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#' Bivariate Function Using Basis Expansion #' #' This class defines bivariate functions that can be expressed by two sets #' of basis functions and the associated coefficient matrix. It takes the following #' form: #' #' \deqn{K(s,t)=\sum_{i,j} a_{ij}f_i(s)g_j(t)}{K(s, t) = sum_{i,j} a_{ij} * f_i(s) * g_j(t)} #' #' He...
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DESEq2 Analysis.R
# WORKFLOW FOR PROCESSING RNASEQ USING DESEQ2 library(DESeq2) library(biomaRt) library(pheatmap) #CHANGE THIS DEPENDING ON WHAT FILES YOU'RE PROCESSING directory <- "/Volumes/NO NAME/RNASeq/FUS1 RNASeq/LoTurco/Counts/Name_Sorted/" setwd(directory) #ESTABLISH BIOMART OBJECT TO RENAME ENSEMBL IDs mart <- useDataset("mm...
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getRegions <- function(x) { if(sum(substr(dimnames(x)[[1]],4,4)!=".")>0) { #not all regions have 3-character names (need to use slow method) output <- unique(as.vector(as.matrix(cbind.data.frame(strsplit(dimnames(x)[[1]],'\\.'))[1,]))) } else { #region names all have 3 characters -> fast method output ...
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Graphs.R
################################################################################ # Instructions to export the files ################################################################################ # Export files in landscape format and as A5 format ######################################################################...
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context("properties") test_that("properties captured correctly", { f <- '{ "type": "Feature", "properties": { "id" : 1, "name" : "foo" }, "geometry": {"type": "LineString", "coordinates": [[101.0, 0.0], [102.0, 1.0]]} }' sf <- geojson_sf(f) wkt <- geojson_wkt(f) expect_true( all(names(sf) == c("geomet...
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LicenceCharacteristics.r
## licences by port require(ggplot2) require(bio.lobster) require(bio.utilities) require(devtools) load_all('~/git/bio.utilities') a = lobster.db('process.logs.unfiltered') b = lobster.db('community_code') d = lobster.db('vessels.by.port') d = na.zero(d) d1 = aggregate(cbind(GROSS_TONNAGE, BHP, LOA, BREADTH, DEPTH,YE...
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sim_time_variation.R
################################################################################ ## script to look at how rate & amount of deforestation affect disease over time ## script made by christina.faust@gmail.com 14 april 16 ################################################################################ rm(list = ls()) s...
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vec1<-c('Shrish','Satya') vec8<-c(36,29) mat2<-cbind(vec1,as.character(vec8)) mat2 t(mat2) vec9<-vec8<-vec1 vec9 vec10<-vec9 vec10 vec8 vec11<-c('shrish'=36,'satya'=29) vec11 c z z<-c(11,12,13,14) y<-c(12) z>=y z<-c(2,6,4,'k') class(z) z[4] z[1] y<-c(1,1) sum(y) >1 count(y<=1) sum(2<1) y<-c(1,7,4,2) y sum(y[4]) sum(y[2...
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ui <- fluidPage( # Create a title for app column(3, titlePanel("Japanese Trade")), column(12, # Create page for export map with slider input tabsetPanel( tabPanel("Export Map", sliderInput(inputId = "Years", h3("Choose the Year"), ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/calJSI.R \name{calJSI} \alias{calJSI} \title{compareJSI} \usage{ calJSI( maf, patient.id = NULL, pairByTumor = FALSE, min.ccf = 0, plot = FALSE, use.circle = TRUE, title = NULL, number.cex = 8, number.col = "#C77960", use....
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apr14<-read.csv("dataset/uber-raw-data-apr14.csv") may14<-read.csv("dataset/uber-raw-data-may14.csv") jun14<-read.csv("dataset/uber-raw-data-jun14.csv") jul14<-read.csv("dataset/uber-raw-data-jul14.csv") aug14<-read.csv("dataset/uber-raw-data-aug14.csv") sep14<-read.csv("dataset/uber-raw-data-sep14.csv") library(dplyr...
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library(sf) library(usethis) charleston1 <- st_read("data-raw/sc_final_census2.shp", quiet = TRUE, stringsAsFactors = FALSE) usethis::use_data(charleston1, overwrite = TRUE)
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library(tidyhydat) ### Name: hy_daily_flows ### Title: Extract daily flows information from the HYDAT database ### Aliases: hy_daily_flows ### ** Examples ## Not run: ##D #download_hydat() ##D hy_daily_flows(station_number = c("08MF005"), ##D start_date = "1996-01-01", end_date = "2000-01-01") ##D ##D hy_daily...
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# Constructor ------------------------------------------------------------- #' @name guide_genomic_axis #' @title Axis for genomic positions #' #' @description This axis guide is the genomic equivalent of #' \code{\link[ggplot2]{guide_axis}} to pair with the genomic position scales #' \code{\link[=scale_genomic]{scale...
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Sys.time() require(biglm) require(randomForest) # load functions in here source("./r/genfunc.r") source("./r/datafunc.r") # define dataset alteration functions alter.dataset <- function() { dataset$segment <<- with(dataset, ifelse( (user_blog_hist_like_ct > 0) | (user_blog_all_user_like_blog_post_share > ...
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## make an annotation file for the harvard-oxford cortical atlas library(tidyverse) library(xml2) ho <- xml2::read_xml(file.path(Sys.getenv("FSLDIR"), "/data/atlases/HarvardOxford-Cortical.xml")) ll <- as_list(ho) labels <- map_chr(ll$atlas$data, 1) names(labels) <- NULL labels <- c("unknown", labels) HO <- tibble...
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lcebchk <- function(ts, per = 1.0, ep = 0.01, bins = 100, quiet = FALSE) { library(e1071) start <- Sys.time() lowper <- per * (1 - ep) highper <- per * (1 + ep) pers <- seq(lowper, highper, length.out = 1000) perf <- rep(0, length(pers)) res <- matrix(0, nrow = length(pe...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{data_BTm_bms} \alias{data_BTm_bms} \title{Fitted Bradley-Terry model from Benoit, Munger, and Spirling (2018)} \format{ Fitted model of type \link[BradleyTerry2:BTm]{BTm} } \usage{ data_BTm_bms } \description{ Fitt...
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# calculateChebyshevPolynomials ------------------------------------------------------------------- #' Computes the polynomials for a given degree and vector of values. #' #' Resultant matrix of polynomials is of size length(x) by N + 1 #' #' @param x Vector of values to compute the polynomials at (numeric) #' @param N...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/text.R \name{MorphoLink} \alias{MorphoLink} \title{Link to MorphoBank project} \usage{ MorphoLink(id = getOption("MorphoBankProject"), linkText = paste("project", id), checkAccess = TRUE) } \arguments{ \item{id}{Integer corresponding to the...
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library(dplyr) library(forecast) library(reshape2) library(data.table) library(foreach) library(date) library(lubridate) #library(doMC) library(doParallel) print(expm1(0)) print(expm1(1)) print(log1p(0)) print(log1p(1)) train <- fread('./input/train.csv') test <-fread('./input/test.csv') train$date <- as.Date(par...
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# download and unzip data ## download data if(!file.exists("C:/Users/v-wima/Desktop/Coursera")){dir.create("C:/Users/v-wima/Desktop/Coursera")} fileUrl <- "https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip" download.file(fileUrl,destfile="C:/Users/v-wima/Desktop/Coursera/UCI H...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/get_package_function_usage.R \name{get_package_function_usage} \alias{get_package_function_usage} \title{How Often Are the Functions of a Package Used?} \usage{ get_package_function_usage(tree, package, simple = FALSE, by_script = FALSE) } \a...
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library(dplyr) #--------------------------- # read train data pathdata = file.path("./") X_train <- read.table(file.path(pathdata, "train", "X_train.txt"),header = FALSE) Y_train <- read.table(file.path(pathdata, "train", "y_train.txt"),header = FALSE) Sub_train <- read.table(file.path(pathdata, "train", "subject_train...
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\name{read.survey-package} \alias{read.survey-package} \alias{read.survey} \docType{package} \title{ Read Surveymonkey file } \description{ Prepare data from Surveymonkey xlsx or csv file for analysis. } \details{ \tabular{ll}{ Package: \tab read.survey\cr Type: \tab Package\cr Version: \tab 1.0\cr Date: \tab 2015-02-0...
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library(dsa) ### Name: xtsplot ### Title: Create a plot for xts series ### Aliases: xtsplot ### ** Examples x <- xts::xts(rnorm(100), seq.Date(as.Date("2010-01-01"), length.out=100, by="months")) y <- xts::xts(runif(100), seq.Date(as.Date("2010-01-01"), length.out=100, by="months")) xtsplot(x, font="sans") xtsplot(...
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source('./ensembl_rest_api_functions.R') source('./file_functions.R') options(stringsAsFactors = FALSE) # Returns the first column in a given file. Use this to turn # a single column of gene names into a vector. getGeneNamesFromFileAsVector <- function(gene.names.file) { return(getColumnAsVector(gene.names.file)) }...
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# R-Wizardry 2018 * R-Studio and environment: getting around and setting it up * Data management and spreadsheet organization before starting. * Plan well before starting to work. ## Day 1 1.1 R as a calculator 1.2 Commenting your code 1.3 Assigning variables 1.4 Data structure ### R as a calculator R can do ...
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# Excerpt From: Taylor Arnold and Lauren Tilton, _Humanities Data in R_ # Chapter 3 Supplemental Questions # 26. The dataset iris is a very well-known statistical data from the 1930s. It # gives several measurements of iris sepal and petal lengths (in centimeters) # for three species. Construct a table of sepal lengt...
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img1 <- image_read("/home/dhruv/Desktop/doc.png") plot(img1) img1gray <- image_convert(img1,type = "grayscale") plot(img1gray) img1gray img2gray <- magick2cimg(img1gray,alpha = "rm") img2gray plot(img2gray,rescale = FALSE) img2_mat <- as.matrix(img2gray) img_log <- matrix(0,220,445) for(i in 1:220){ for(j in 1:445...
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# MAIN # Clear workspace rm(list = ls(all = TRUE)) # Imports source("dat/phageParams.R") # needed for ODE source("src/phageSolveODE.R") # needed for ODE source("src/phagePlots.R") # needed for plots # Run everything param = getParameters() setup_list = setup(param) # returns list with [[1]] list of starting vectors...
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# sample scatterplot for PPT # Michael Norton 6.27.17 data <- matrix(c(100,31.3,0,4.4,0,35.7,0,11.7,0,16.9),ncol = 2, byrow = TRUE) plot(data[,1],data[,2],col=c("#008000", "#00FF00", "#FFAA00", "#FF0000", "#000000"), cex=2, pch=19,main="Land Cover Changes",xlim=c(0,100),ylim=c(0,100),ylab="Percentage of land cover 2...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/CHIPRNAclass.R \docType{class} \name{tpm4plot} \alias{tpm4plot} \alias{tpm4plot-class} \title{Store TPM and related information for plotting} \description{ Store TPM and related information for plotting } \section{Slots}{ \describe{ \item{\c...
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#' Data of PLoS ONE paper #' #' Dataset of a subject and modeling data for an auditory word identification task. #' #' @name word_classification_data #' @docType data #' @usage data(word_classification_data) #' #' #' @format Data from the four experiments and model estimates #' \describe{ #' \item{\code{Experi...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/savings.R \name{savings_summary} \alias{savings_summary} \title{Savings summary} \usage{ savings_summary(sav_out) } \arguments{ \item{sav_out}{a shiny reactiveValues object where the baseline object and the pre/post data are stored} \item{in...
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nahvyb_expt.R
nahvyb_expt <- function(N,k,expt){ opora <- 1:N nargin <- length(as.list(match.call())) -1 if (nargin==3) opora <- opora[-expt] vyb <- rep(0,k) for (i in 1:k){ index <- 1+trunc(runif(1)*length(opora)) vyb[i] <- opora[index] opora <- opora[-index] } return(vyb) }
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join_dfs.R
# side panel -------------------------------------------------------------- output$col_to_join1_selector <- renderUI({ col_selector_ui("data_to_join1", "col_to_join1") }) output$col_to_join2_selector <- renderUI({ col_selector_ui("data_to_join2", "col_to_join2") }) output$col_to_join3_selector <- renderUI({ ...
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price_deflate.Rd.R
library(medicare) ### Name: price_deflate ### Title: Deflate prices within a sector, relative to a base period. ### Aliases: price_deflate ### ** Examples # convert $100 in current inpatient spending to year 2007 dollars price_deflate(100, "ip", 2014, 2007)
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ICO.R
library(plyr) library(maditr) lyr1 = c('ico_spp_extinction_status' = 'risk_category') lyr2 = c( 'ico_spp_popn_trend' = 'popn_trend') # cast data ---- l_data1 = SelectLayersData(layers, layers=names(lyr1)) l_data2 = SelectLayersData(layers, layers=names(lyr2)) l_data1 <- select(l_data1, c("id_num", "catego...
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fireSense_NWT_DataPrep.R
# Everything in this file gets sourced during simInit, and all functions and objects # are put into the simList. To use objects, use sim$xxx, and are thus globally available # to all modules. Functions can be used without sim$ as they are namespaced, like functions # in R packages. If exact location is required, functi...
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Neural net with nnet.R
Car_data <- read.csv("data.csv") Car_data<- na.omit(Car_data) Car_data <- Car_data[,-10] c <- as.matrix(sapply(Car_data,as.numeric)) c1 <- scale(c) index <- sample(nrow(c),as.integer(.75*nrow(c))) Test_dataset<- c[-index,] Training_dataset<- c[index, ] library("neuralnet") net_bc<- neuralnet(MSRP~M...
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maitri_ref.R
library(ggplot2) library(reshape) library(scales) library(reshape2) maitri = Final_File #setwd("/root/R-project/data/polar data/Aws/IIG/Bharati") #maitri<-read.csv("imd_maitri_2015.csv") head(maitri) maitri$obstime<-strptime(maitri$obstime,format="%d/%m/%Y %H:%M") #maitri$obstime<-strptime(maitri$obstime,for...
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cytoscapeJsSimpleNetwork.R
#' Generate a CytoscapeJS compatible network #' #' @param nodeData a data.frame with at least two columns: id and name #' @param edgeData a data.frame with at least two columns: source and target #' @param nodeColor a hex color for nodes (default: #666666) #' @param nodeShape a shape for nodes (default: ellipse) #' @...
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cachematrix.R
## The function cachematrix.R is a set of two functions 1- makeCacheMatrix and 2- cacheSolve ## that allow to calculate the inverse of a matrix. If the contents of the matrix are not changing, ## the function will cache the value of the inverse so that when we need it again, it can ## be looked up in the cache rather...
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methods_config.R
methods.config.scmap <- list(nfeatures=500,threshold=0.5,seed=1) methods.config.seurat <- list(nfeatures=2000,pc_dims=10,resolution=0.5) methods.config.tscan <- list(cvcutoff=0.01,k=8) methods.config.sc3 <- list(nfeatures=500,k=8) methods.config.cellassign <- list(learning_rate=1e-2,shrinkage=TRUE,marker_gene_method='s...
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dist-overlap.R
# # dist-overlap.R, 2 Dec 15 # # Example from: # Empirical Software Engineering using R # Derek M. Jones source("ESEUR_config.r") pal_col=diverge_hcl(2) y1_sd=1 xpoints=seq(-0.96, 1+2*1.96, by=0.01) y1_points=dnorm(xpoints, mean=0, sd=y1_sd) y2_points=dnorm(xpoints, mean=2*y1_sd*1.96, sd=1) plot(xpoints, y1_point...