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## Wrangling of ROS/MAP RNAseq data and matching clinical annotations ## ## by Artem Sokolov suppressMessages(library( tidyverse )) suppressMessages(library( synapseClient )) library( stringr ) ## Composes a mapping between ENSEMBL IDs and HUGO names ens2hugo <- function() { edb <- EnsDb.Hsapiens.v86::EnsDb.Hsapi...
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# Boosted Tree tuning # load packages library(tidyverse) library(tidymodels) # set seed set.seed(2021) # load necessary items load("airbnb_setup_log.rda") # define model knn_model <- nearest_neighbor( mode = "regression", neighbors = tune()) %>% set_engine("kknn") # setup tuning grid knn_params <- parameter...
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#' Scrape Images URLs #' #' @param link the link of the web page #' @param askRobot logical. Should the function ask the robots.txt if we're allowed or not to scrape the web page ? Default is FALSE. #' #' @return Images URLs #' #' @examples \donttest{ #' #' images_preview(link = "https://rstudio.com/") #' #' } #' #' @e...
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is_isogram <- function(word) { # Extract just the alpha characters chars <- gsub("[^[:alpha:]]", "", tolower(word)) # Split into a vector chars_vec <- strsplit(chars, "")[[1]] # If the length of the original vector is equal to the length of the vector # with duplicates removed, then the word i...
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#' Probability of a relative being affected with familial disease #' #' Given a series of pedigrees of different sizes, each with at least r affected relatives of the proband, #' probAffectedRelative estimates the probability of a relative being affected with familial disease, #' where this probability is an averag...
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DimExploreRel <- function(y, x, method = "fa", distance = "bray", subset = "all") { ## function to explore different dimension reduction / ordination methods for similarity matrix models ## ## libraries library(psych) library("ggplot2") library("grid") library("v...
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## IMPORTING DATA FROM FILES # main function is read.table() getwd() # identical to Bash's pwd getwd getwd() getwd("~") getwd("/home/jbde/") setwd("~") getwd() setwd("Trainings/Biostats_and_R_bixcop_github/module2_R_biostats/") setwd("~/Trainings/Biostats_and_R_bixcop_github/module2_R_biostats") # LOADING THE DATA read...
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run_analysis<-function(){ #This is a major note, I changed the title in file so that there were no spaces #The next 7 lines are for extracting the relevant information from the file. subject_test<-read.table("UCIHARDataset/test/subject_test.txt") x_test<-read.table("UCIHARDataset/test/X_test.txt") y_test<-read.table("U...
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filter_contig_by_length <- function(file_to_filter,contig_length) { if(missing(file_to_filter) | missing(contig_length)) { print(paste("This script needs you to define the location and name of your fasta file and the minimum contig length you want to retain in the outfile: length_filtered_genome.fasta")) print(pas...
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# simulate a GBS library prep using the Drosophila pseudoobscura reference genome # examine resultant coverage/fragment distribution for different restriction enzymes # kms sept 2016 ############################################################ # libraries ############################################################ #...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{Stool_subset} \alias{Stool_subset} \title{A subset of the HMP1-II stool samples} \format{ A matrix with 5 rows (species) and 5 columns (samples) } \source{ \url{https://www.hmpdacc.org/hmp/} } \usage{ Stool_subset ...
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source("Packages.R") source("Thesisggtheme.R") baseplot = ggplot() + geom_rect(aes(xmin = 0, xmax = 2, ymin = 0, ymax = 2), alpha = 0, color = "black") + scale_x_continuous(breaks = c(0, 1, 2), labels = c(0, TeX('$C_{\\alpha} - \\delta_{p,n}^2$'), TeX('$\\delta_{p,n}^2$')), ...
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library(PlaneGeometry) library(uniformly) A <- rbind(c(2, 1), c(1, 1)) r <- 1 sims <- runif_on_ellipsoid(10000, A, r) alpha1 <- 10 * pi/180 alpha2 <- 60 * pi/180 ell <- EllipticalArc$new(ell, alpha1=0, alpha2=360, degrees = TRUE) perimeter <- ell$length() mean(atan2(sims[,2], sims[,1]) > alpha1 & atan2(sims[,2], si...
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### Compare bquote2() to bquote(). There is a subtle bug in bquote(): ### it won’t replace calls to functions with no arguments. Why? bquote(.(x)(), list(x = quote(f))) # .(x)() bquote2(.(x)(), list(x = quote(f))) # f() bquote(.(x)(1), list(x = quote(f))) # f(1) # Here's the source for `bquote` (from `base`): bquote ...
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#libraries library(stringr) #read in rtf floors <- striprtf::read_rtf("adventofcode2015_1.rtf") #PART1 #Count all occurences of '(' and all occurrences of ')' start_parentheses <- str_count(floors, fixed("(")) end_parentheses <- str_count(floors, fixed(")")) #Find the final floor total_floors <- start_parentheses -...
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\name{WAD} \alias{WAD} \title{Calculate WAD statistic for individual genes} \description{ This function performs WAD method to identify differentially expressed genes (DEGs) from two-group gene expression data. A high absolute value for the WAD statistic is evident of a high degree of differential expression. } \usage{...
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#' Visualize airport delays #' #' @return a plot with latitude and longitude #' @importFrom stats na.omit #' @export visualize_airport_delays #' visualize_airport_delays <- function(){ flights <- nycflights13::flights airports <- nycflights13::airports data_flights <- na.omit(flights) data_f...
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setwd("C:\\easy_r") install.packages("ggmap") library(ggmap) gangbuk <- read.csv("project_gangbuk_data.csv", header = T) #°­ºÏ±¸_Àüü CCTV g_m <- get_map("gangbukgu", zoom = 13, maptype = "roadmap") gang.map <- ggmap(g_m) + geom_point(data = gangbuk, aes(x = LON, y = LAT), size = 2, alpha = 0.7, color = "#980000") gang...
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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(dplyr) library(tidyr) filename <- "Awards.csv" data <- read.csv(fil...
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#' @param dataset (Optional) A \code{tbl_spark}. If provided, eagerly fit the (estimator) #' feature "transformer" against \code{dataset}. See details. #' #' @details When \code{dataset} is provided for an estimator transformer, the function #' internally calls \code{ml_fit()} against \code{dataset}. Hence, the met...
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cachematrix.R
## This file contains functions that manipulates matrix and its ## inverse and enables caching the inverse to avoid recomputation ## This function take a matrix as input and creates a list with ## function variables that enables getting/setting the matrix and ## its inverse makeCacheMatrix <- function(x = matrix()) {...
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objfc.multipic.Rd
\name{objfc.multipic} \alias{objfc.multipic} \title{create an objective function n dimensions and k local maximums, returns maximum and function} \usage{ objfc.multipic(n, k, x.max) } \description{ create an objective function n dimensions and k local maximums, returns maximum and function } \examples{ x.max = ru...
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library(shiny) library(shinydashboard) library(plotly) library(googleVis)
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cachematrix.R
## Devon Jarman ## Coursera: R Programming ## Week 3 ## Solution to Programming Assignment 2 ## 1. `makeCacheMatrix`: This function creates a special 'cacheMatrix' object ## that can cache its inverse. ## 2. `cacheSolve`: This function computes the inverse of the special ## 'cacheMatrix' returned by `makeCacheMatr...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/networks.R \name{get_GM_network} \alias{get_GM_network} \title{Get gene membership network.} \usage{ get_GM_network( gwas, organism = 9606, snpMapping = snp2ensembl(gwas, organism), col_genes = c("snp", "gene") ) } \arguments{ \item{g...
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RF_analysis_plots_bees.R
######################################## ## Manuscript plots ## ## Application ## ######################################## library(gtools) ## DENSITY PLOTS ##--------------------------------------- ## JOINT INFERENCE OF DEMOGRAPY AND SELECTION ##------------------------------...
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# Visualize the information criteria # Edit 15 Aug: use new data and include new file paths ics <- read.csv('~/google_drive/ForestLight/data/data_forplotting_aug2018/ics_by_fg.csv', stringsAsFactors = FALSE) # Midsize #ics <- read.csv('C:/Users/Q/Dropbox/projects/forestlight/ics_by_fg_midsizetrees.csv', stringsAsFact...
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library(dplyr) #Read the data unzip("./exdata_data_household_power_consumption.zip") data=read.csv("./household_power_consumption.txt",sep = ";",nrows = 100000) #Filter the dates we are going to use for the analysis data=filter(data,Date=="1/2/2007" | Date=="2/2/2007") #Transform into one column with date ...
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graph_comparisons_4.R
## ----setup, include = FALSE--------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) library(graph4lg) library(igraph) ## ---- echo = FALSE, eval = TRUE----------------------------------------------- data("data_tuto") mat_dps <- data_tuto[[1]] mat_p...
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sv.R
sv <- function(RespDist="gaussian",BinomialDen=NULL, DataMain, MeanModel,DispersionModel, PhiFix=NULL,LamFix=NULL,mord=0,dord=1,REML=TRUE,Maxiter=200,convergence=1e-02,Iter_mean=3) { n<-nrow(DataMain) phi<-matrix(1,n,1) lambda<-matrix(1,n,1) tau<-matrix(1,n,1) date<-matrix(c(1:n),n,1) Da...
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jwisch/BiomarkerClustering
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2020-12-21T21:23:40.870520
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MegaCorr_GenerateImputedValues_ADRC_kNN.R
library(corrplot) library(mice) library(UpSetR) library(tableone) FILEPATH_DATA<-"C:/Users/julie.wisch/Documents/MegaCorr/" df<-read.csv(paste(FILEPATH_DATA, "ADRC_cleaned.csv", sep = "")) df$NFL<-log(df$NFL) ##################################################################### #Visualizing - checking for...
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padova.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/datasets.R \docType{data} \name{padova} \alias{padova} \title{Housing prices in Padova} \format{ a tibble containing \itemize{ \item zone : one of the 12 zones of Padova, \item condition : \code{new} for new housings, \code{ordinary} or \code...
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regression_formula.R
linear_formula <- function(x) { xf <- paste(x, collapse = ' + ') return(xf) } poly_formula <- function(x, poly = 2) { xp <- sapply(2:poly, function(p) paste('I(', x, '^', p, ')', sep = '')) xp <- paste(xp, collapse = ' + ') return(xp) } inter_formula <- function(x) { df <- expand.grid(x1 = x, x2 = x, stri...
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2020-09-20T21:59:59.552058
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Auto=read.csv("Auto.csv",header=T,na.strings ="?") fix(Auto) dim(Auto) Auto=na.omit(Auto) attach(Auto) range(Auto$mpg) sapply(Auto[, 1:8], range) sapply(Auto[, 1:8], mean) sapply(Auto[, 1:8], sd) Auto2<-Auto[-(10:85),] Auto2 head(Auto2,10) dim(Auto2) sapply(Auto2[, 1:8], range) sapply(Auto2[, 1:8], mean) sapply(Auto...
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##--- myspec <- function(nb, cx, cy, ry, seed = 1987, ...){ set.seed(seed) theta <- runif(nb)*2*pi rayon <- runif(nb)*ry points(cx + rayon*cos(theta), cy + rayon*sin(theta), ...) } ##--- "#3fb3b2"; "#ffdd55"; "#c7254e"; "#1b95e0"; "#8555b4"; "#8ddd75"; "#787878"; "#CCCCCC"; ##--- figAll <- function(filename...
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johnnylazoq/Artificial-Intelligence
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simple_linear_regression.R
## #Machine Learning algorithm - Simple Linear regression ##------------------------------------------------------------------------------------ # The dataset contains a linear dependency in years of experience vs salary. # This ML model predicts salaries for comming years. #install.packages('caTools') librar...
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Rajesh16702/GLIM-Advance-Stat-Assignment
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Stockreturns.R
###Step1: Include the following library packages: library(lawstat) library(psych) library(car) library(MASS) library(Rcmdr) library(ggplot2) library(graphics) #Step 2: Load the data file into R setwd("F:/Sridhar/Data Sets/t/Two-way ANOVA") df<-read.table("sensexr.txt",header=TRUE) #Step 3: Clear...
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bmeasures-package.Rd
\name{bmeasures-package} \alias{bmeasures-package} \docType{package} \title{ Binary similarity/dissimilarity measures } \description{ This package generates the quantities of the OTUs table, calculates the binary similarity/dissimilarity measures between two vectors, and finding the most suitable binary similarity/dis...
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airquality arturo.R
dput(airquality, file="airquality.R")
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/make_filename.R \name{make_filename} \alias{make_filename} \title{Build an accident data file name} \usage{ make_filename(year) } \arguments{ \item{year}{Accident data year expressed as a four digit number e.g. 2012. This parameter may also b...
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dtharvey/eChem
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simulateCC.R
#' Simulate a Chronocoulometry Experiment #' #' Simulates either a single pulse or a double pulse #' chroncoulometry experiment as either an E, EC, or CE #' mechanism, where E is a redox reaction and where C is a #' chemical reaction that either precedes or follows the redox #' reaction. The function operates on an obj...
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convert_to_data.R
#' Convert a model output to a dataframe #' #' This takes each model used in the final table and converts it to a tidy #' dataset, formatted and ready to be merged with others in a nice table. #' #' @inheritParams tablify #' @param model A single model result #' #' @importFrom magrittr %>% #' convert_to_data <- functi...
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Lesson_2_10-11-19.R
How to run Array function vector1=c(2,6,7,11,12,13,20,21,2,3,4,5) arr1=array(vector1, dim=c(3,2,2)) arr1 **************************************************** List1=list(mtcars,iris) # this is creating list List1 #how to print value of variable a<-50 a print(a) print(paste("The value of a is ...",a)) #h...
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### ### ### ### ### ### ### ### ### ### ### ### ### ### ### # CREATING HOME RANGES FOR HERDS AND INDIVIDUALS # # TO ASSESS FACTORS INFLUENCING MIGRATORY BEHAVIOR # # KRISTIN BARKER # # OCTOBER 2017 # ### ### ### ### ### ...
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library(VGAM) ### Name: acat ### Title: Ordinal Regression with Adjacent Categories Probabilities ### Aliases: acat ### Keywords: models regression ### ** Examples pneumo <- transform(pneumo, let = log(exposure.time)) (fit <- vglm(cbind(normal, mild, severe) ~ let, acat, data = pneumo)) coef(fit, matrix = TRUE) con...
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########################################### # Translation of Vensim file. # Date created: 2017-11-10 16:57:13 ########################################### library(deSolve) library(ggplot2) library(tidyr) #Displaying the simulation run parameters START_TIME <- 0.000000 FINISH_TIME <- 40.000000 TIME_STEP <- 0.125000 #Sett...
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# getting the data # openml 100 data sets: study_14 library(OpenML) setOMLConfig(server = "https://www.openml.org/api/v1") #setOMLConfig(apikey = "1536489644f7a7872e7d0d5c89cb6297")# batchtools experiment library(mlr) library(BBmisc) library(parallelMap) library(batchtools) source("defs.R") datasets = listOMLTasks(tag...
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#' Calculate components of a five-number summary #' #' The five number summary of a sample is the minimum, first quartile, #' median, third quartile, and maximum. #' #' @param na.rm If \code{FALSE} (the default), removes missing values with #' a warning. If \code{TRUE} silently removes missing values. #' @param qs ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/beamht_std.R \name{beamht_std} \alias{beamht_std} \title{Calculates the height of the radar beam using standard refraction} \usage{ beamht_std(range, groundht = 0, elev = 0.5, radar = radar, nexrad_n = "V:/Documents/nexrad_site_list_with_ut...
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# # This is the user-interface definition of a Shiny web application. You can # run the application by clicking 'Run App' above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # library(shiny) # Define UI for application that draws a histogram shinyUI(flui...
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# get data ---------------------------------------------------------------- library(RODBC) conn <- odbcConnect('EVORA') trainData <- sqlFetch(conn, 'restaurant_revenue_prediction.training_data') trainPercent = 0.8 # look at relatioship with P ---------------------------------------------- library(tidyr) plotDf <- ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/rawpathfinder.R \name{rawpathfinder} \alias{rawpathfinder} \title{Query rawpathfinder for files/folders raw unix paths.} \usage{ rawpathfinder(query, protocol = "http", ip = "192.168.1.209", port = 8958) } \arguments{ \item{query}{A character...
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library(ggplot2) library(stringr) library(readr) library(dplyr) library(reshape2) library(PerformanceAnalytics) library(rtweet) library(sm) library(car) setwd("~/git/AIT602_Spring2021//week6_stat/") ############# # 1. Load the data. data <- read_delim("data/corona_tweets_03042021.csv", delim = ",",col_names = TRUE)...
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## Differential Expression analysis for Subsample 3 ###### Awk codes for combining files together for technical replicates (Possible for cooler solutions) ## join -j 1 SN11_UNST_TTAGGC_L003_count.txt SN11_UNST_TTAGGC_L002_count.txt| join -j 1 SN11_UNST_TTAGGC_L004_count.txt - | join -j 1 SN11_UNST_TTAGGC_L005_count...
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test_that("getting the state works", { S <- State$new('S', 10) human <- Individual$new('test', list(S)) simulation <- Simulation$new(list(human), 1) frame <- simulation$get_current_frame() expect_length(frame$get_state(human, S), 10) I <- State$new('I', 100) human <- Individual$new('test', list(S, I)) ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/glue_operations.R \name{glue_create_partition_index} \alias{glue_create_partition_index} \title{Creates a specified partition index in an existing table} \usage{ glue_create_partition_index( CatalogId = NULL, DatabaseName, TableName, ...
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# permutation test # https://www.jwilber.me/permutationtest/ # ex 10.1 attach(chickwts) head(chickwts) x <- sort(weight[feed == 'soybean']) # feed = 'soybean' 인 weight 값 y <- sort(weight[feed == 'linseed']) # feed = 'linseed'인 weight 값 detach(chickwts) R <- 999 z <- c(x, y) K <- 1:26 reps <- numeric(R) t0 <- t....
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#Exploratory Data Analysis - Johns Hopkins University #Plot 2 data_loc <- "https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2Fhousehold_power_consumption.zip" temp <- tempfile() download.file(data_loc, temp) pwr_data <- read.table(unz(temp, filename = "household_power_consumption.txt"), header=TRUE, sep=";") ...
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count.raw<-read.delim("/Users/siddisis/Desktop/SWC/altmetrics/data/counts-raw.txt.gz") count.norm<-read.delim("/Users/siddisis/Desktop/SWC/altmetrics/data/counts-norm.txt.gz") count.raw[1:3,10:12] count.raw$pmid[1:3] head(count.raw$daysSincePublished)/c(7,1) str(count.raw$journal) levels(count.raw$journal) anyNA(count....
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#' Total unique elements in embedded list #' @param x a list whereby each element is a character vector/set and #' the name of the element is the name of the set #' @param getunique boolean; if TRUE, will instead return the #' list of unique elements set_total <- function(x, getunique=FALSE) {...
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library(rstan) d <- read.csv('ch.8/input/data-conc-2.txt') N <- nrow(d) Time <- c(1, 2, 4, 8, 12, 24) T_new <- 60 Time_new <- seq(from=0, to=24, length=T_new) data <- list(N=N, T=length(Time), Time=Time, Y=d[,-1], T_new=T_new, Time_new=Time_new) fit <- stan(file='ch.8/model/model8-7.stan', data=data, seed...
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#choose an interesting dataset women #scatterplot plot(women$height, women$weight) #create histogram hist(women$height, breaks = 5) #boxplot boxplot(women$height)
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library(devtools) check_man('plinker') test('plinker') test('plinker', 'annotations') test('plinker', 'bed$') test('plinker', 'bed_plink$') test('plinker', 'bed_plink_lm') test('plinker', 'bedmatrix') test('plinker', 'bim') test('plinker', 'convert') test('plinker', 'covars') test('plinker', 'dist') test('plinker', '...
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set.seed(1000) N=10000 P=matrix(NA,2,2) X=rep(NA,N) Y=rep(NA,N) Px=0.8 Py=0.7 X[1]=rbinom(1,1,Px) Y[1]=rbinom(1,1,Pygx[X[1]+1]) Pxgy=c(2/3,6/7) Pygx=c(1/2,3/4) for(i in 2:N) { X[i]=rbinom(1,1,Pxgy[Y[i-1]+1]) Y[i]=rbinom(1,1,Pygx[X[i]+1]) } x00=0 x01=0 x10=0 x11=0 for(i in 1:N) { if(X[i]==0&&Y[i]==0) x00=x00+...
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# Load requisite libraries library(dplyr) library(plyr) library(tidyr) # Load in dataset file rawData <- read.csv("data/fluData.csv") # Select specific columns to work with fluData <- data.frame( County = rawData$County, Date = rawData$Week.Ending.Date, Disease = rawData$Disease, Incidents = as.integer(rawD...
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source("incl/start.R") message("*** readDataFrame()") path <- system.file("exData", "dataSetA,original", package="R.filesets") pathnames <- list.files(path=path, pattern="[.]txt$", full.names=TRUE) pathname <- pathnames[1] # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # Basic reading # - - - ...
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library(dplyr) library(reshape2) library(ggplot2) library(ChannelAttribution) library(RGA) #generate ga token authorize() #set property ID, start and end dates #ids = propertyid start.date = as.Date("2017/01/18") end.date = as.Date("2017/01/18") #getting real data via google analytics API paths_data = get_mcf( ids...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{maturity_assignment} \alias{maturity_assignment} \title{A data frame with maturity categories and assignments.} \format{ A data frame } \usage{ maturity_assignment } \description{ A data frame with maturity categor...
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library(shiny) library(sortable) library(magrittr) source("init/source_directory.R") source_directory("modules") sass::sass( sass::sass_file("www/scss/styles.scss"), output = "www/css/styles.css", options = sass::sass_options( output_style = "compressed" ), cache = FALSE ) distribution_he...
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library(testthat) library(pseudorank) test_check("pseudorank")
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#I ran this stuff before but am putting it here so you can see it #library(sf) #parcels <- st_read("../hcadparcelstuff/Parcels/Parcels.shp") #parcels$valid=st_is_valid(parcels, reason = TRUE) #validparcels=subset(parcels,parcels$valid=="Valid Geometry") #Read in Texas Census Tract Files #TXCensusTracts <- st_read(".....
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library(rehh) setwd("/global/scratch/makman/GATK/final/") lr <- data2haplohh("chr12_SNP_lr_heteroFiltered.vcf", min_perc_geno.mrk = 30, polarize_vcf = FALSE) wd <- data2haplohh("chr12_SNP_wd_heteroFiltered.vcf", min_perc_geno.mrk = 30, polarize_vcf = FALSE) lr_scan = scan_hh(lr, limhaplo = 2, limehh = 0.05, limehhs ...
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stancode = " data { int<lower=0> n; #データの数 int<lower=0> time; int<lower=1> L; #グループの数 (ここではDem OR Non-Dem) int<lower=1,upper=L> ll[n]; #データの1点がどのグループに属しているかのindex vector[n] p4_polity2; vector[n] polity_lag; vector[n] Giniall; vector[n] Aid_All; vector[n] GDP; vector[n] Corruption...
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## Simulation ## Two age group, 5-10, 50-55 n1 <- 10 n2 <- 10 x1 <- sample( c(55:75), n1, replace=TRUE) x1 <- x1-55 y1 <- 10 + 0.8* x1 + rnorm(n1) x2 <- sample(c(70:85), n2, replace=TRUE) x2 <- x2-55 y2 <- -10 + 0.8* x2+rnorm(n2) plot( x1, y1, col='black', xlim=c( min(x1,x2)-1, max(x1,x2)+1), ylim=c( min(y1,y2)-0....
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## The following functions will calculate and cached the inverse of an input ## matrix, allowing the inverse to be retreived from the cache at a later point ## rather than being recalculated ## Get and set functions for the input matrix and it's inverse makeCacheMatrix <- function(x = matrix()) { xinv ...
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library(mvtnorm) library(gMCP) #- Setting parameters -# weight1 <- 0.5; weight2 <- 0.5; alpha <- 0.025; seed <- 4989; e <- 0.0000000000001 c <- alpha/2 #- Start of function "sim" -# sim <- function(n,nsim,mean,gamma1,gamma2,p,q,rho){ #--- Step1: Data generation ---# sigma <- diag(4) sigma[1,2]<-sigma[2,1]<-sigma[3,4...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/players.R \name{getPlayerStatTypes} \alias{getPlayerStatTypes} \title{Get Player Stat Types} \usage{ getPlayerStatTypes() } \value{ a list of player stat types to call with \code{\link{getPlayerStats}()} } \description{ Only certain stat type...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/RcppExports.R \name{compute_ABC_cpp} \alias{compute_ABC_cpp} \title{Perform ABC sampling using the stick breaking procedure, returning the acceptance ratio.} \usage{ compute_ABC_cpp( n_sample, m_sample, alpha_0, beta_0, nu_0, mtx_...
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# Part_B #import libraries library(rgdal) library(ggplot2) library(spatstat) library(maptools) library(ape) library(spdep) library(spgwr) library(sp) library(gstat) #read shape files setwd("G:/GIS/DataFiles_FinalExam") Community <- readOGR(dsn="2_Community", layer="2_Community") nrow(Community) summary(Community) Com...
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#' @title Complex function. #' #' @description Two-dimensional test function based on the formula #' \deqn{f(\mathbf{x}) = (x_1^4 + x_2^4 + 2 x_1^2 x_2^2 - 4 x_1 + 3} #' with \eqn{\mathbf{x}_1, \mathbf{x}_2 \in [-2000, 2000]}. #' #' @references See \url{https://al-roomi.org/benchmarks/unconstrained/2-dimensions/116-eng...
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setwd("/cap1/kgilbert/WestgridOutputs") # calculate pi: source('/cap1/kgilbert/WestgridOutputs/CalculatePi.R', chdir = TRUE) # gives back: pi overall, pi_n, pi_s ## sample.output.files <- system("ls SampleOutput_Nov19_N10000_25mbp_*", intern=TRUE) ## full.output.files <- system("ls FullOutput_Nov19_N10000_25mbp_*",...
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context("bfactor_interpret function - jeffreys") test_that("bfactor_interpret test 1", { expect_equal( bfactor_interpret( 10 ^ c( -3.10, -1.78, 1.06, -1.40, 1.21, 0.89, -2.37, 1.23, -8.88, 3.81, -8.38, 0.62) ...
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context("macros") `%is%` <- expect_equal test_that("quoting.env", { en <- quoting.env(c('+', '(', 'a', 'b', '*'), environment()) expect_equal(evalq(a+b, en), quote(a+b)) expect_equal(evalq(a+(b*a), en), quote(a+(b*a))) z <- 100 expect_equal(evalq(a+(b*a)*z, en), quote(a+(b*a)*100)) }) test_that("quoting.e...
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library(MASS) library(nnet) ##load the source file source("C:\\Users\\Toshiba\\Google Drive\\jobs\\ML\\unsupervised\\wheat-ML-functions.R") ##load the data set Wheat.data <- read.csv("C:\\Users\\Toshiba\\Google Drive\\SFU\\stat\\fall15\\Stat852\\datasets\\wheat.csv",header=TRUE,sep=",") head(Wheat.data) ##summariz...
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municipal_status_data.R
# ==================================================================================================================== ### Preparing municipal merger data # ==================================================================================================================== ### Packages check_packages <- function(pkg){ ...
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integrate_portions.R
library(dplyr) path <- "~/Projects/swiftkey-nlp/data/" setwd(path) generate_ngram_re <- function(n) { word_re <- "[a-z]+'{0,1}[a-z]*" re <- paste0("^", word_re) if (n > 1) { for (i in 1:(n-1)) { re <- paste0(re, "_", word_re) } } re <- paste0(re, "$") return(re) } for (n ...
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/열추가 하는 벡터 생성 .R
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열추가 하는 벡터 생성 .R
# 3 개의 정수로 3 개의 벡터 a, b, c를 생성하는 R 프로그램을 작성하십시오. # 세 벡터를 결합하여 각 열이 벡터를 나타내는 3x3 행렬이됩니다. 행렬의 내용을 인쇄합니다. a<-c(1,2,3) b<-c(4,5,6) c<-c(7,8,9) m<-cbind(a,b,c) print("Content of the said matrix:") print(m)
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#devtools::install_github("yihui/xfun") #install.packages("Rcpp", dependencies=TRUE, INSTALL_opts = c('--no-lock')) #install.packages("testthat", dependencies=TRUE, INSTALL_opts = c('--no-lock')) #devtools::install_github("tidyverse/tidyverse", dependencies=TRUE, INSTALL_opts = c('--no-lock')) #devtools::install_g...
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test_sp_phenotypes_search_post.R
context("sp phenotypes_search_post") con <- ba_db()$sweetpotatobase test_that(" are present", { #skip("Very slow implementation") res <- ba_phenotypes_search_post(con = con, pageSize = 1, studyDbIds = "136") expect_true(nrow(res) > 1) }) test_that(" out formats work", { #skip("Very slow implementation")...
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HMM-class.Rd
\docType{class} \name{HMM-class} \alias{HMM-class} \alias{HMM} \alias{show,HMM-method} \alias{getPrenumst,HMM-method} \alias{getHmmParam,HMM-method} \title{Class "HMM" to represent parameters associated with a variable block in the HMM-VB} \description{ An S4 class to represent the model parameters associated with one ...
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skellam.reg.R
#' @export skellam.reg <- function(y, x) { n <- length(y) x <- stats::model.matrix( ~., data.frame(x) ) p <- dim(x)[2] skelreg <- function(pa) { b1 <- pa[1:p] ; b2 <- pa[ -c(1:p) ] a1 <- x %*% b1 ; a2 <- x %*% b2 lam1 <- exp(a1) ; lam2 <- exp(a2) a <- 2 * sqr...
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install.R
#Download and Install VisionEval Resources #library(httr) #If working within a proxy server, run the following commands to enable install from GitHub #set_config(use_proxy(url="proxynew.odot.state.or.us", port=8080)) #set_config( config( ssl_verifypeer = 0L ) ) # Download and install the required libraries and their...
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scAlignOptions.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/scAlignClass.R \name{scAlignOptions} \alias{scAlignOptions} \title{Set training options} \usage{ scAlignOptions(steps = 15000, batch.size = 150, learning.rate = 1e-04, log.every = 5000, architecture = "large", batch.norm.layer = TRUE, dro...
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run_analysis.R
library(dplyr) run_analysis <- function(data_dir = ".") { data_directory <- paste(data_dir, "/UCI HAR Dataset", sep = "") read_and_prepare_data <- function(data_set_file_name, activity_id_file_name, subject_id_file_name, activity_labels, feature_names) { #Read train data set data_set <- read....
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func.R
func=function(x) { return(-x^2*exp(-3*x)) } opt=optimize(func,c(0.,5.)) cat(opt$minimum,opt$objective) plot(func,0,5) abline(h=opt$objective,col=4) abline(v=opt$minimum,col=4)
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geom_signif.R
#' Create significance layer #' #' @param comparisons A list of length-2 vectors. The entries in the vector are #' either the names of 2 values on the x-axis or the 2 integers that #' correspond to the index of the columns of interest. #' @param test the name of the statistical test that is applied to the values of...