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library(fs) library(lubridate) library(tidyverse) library(ggfortify) data_files <- dir_ls('data/mortality_data_2000_2008/', type = 'file') mortality <- map_df(data_files, read_csv, col_types = cols(.default = "c")) ts_mortality <- mortality %>% filter(typedeath == '2') %>% select(yeardeath, monthdeath) %>% ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/estpoly.R \name{fitch} \alias{fitch} \title{Fit Characteristics} \usage{ fitch(x) } \arguments{ \item{x}{the estimated model} } \value{ A list containing the following elements \item{MSE}{Mean Square Error measure of how well the response of...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/Grym.R \name{surveySurvival} \alias{surveySurvival} \title{Survival to a survey period.} \usage{ surveySurvival(yr, cls, s1, s2, Ms, M, Fs = 0, F = 0, rcls = 1) } \arguments{ \item{yr}{vector of survey year} \item{cls}{vector of survey age c...
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############################################################################## ## data.table exercise ## Author: Amelia Bertozzi-Villa ############################################################################## library(data.table) ## Creating a data.table -----------------------------------------------------------...
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library(httr) library(jsonlite) library(tidyverse) library(stringr) get_token <- function(client_id, secret, scope){ url <- "https://auth.emsicloud.com/connect/token" payload <- str_interp("client_id=${client_id}&client_secret=${secret}&grant_type=client_credentials&scope=${scope}") encode <- "form" respons...
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## Read in table DF <- read.table("household_power_consumption.txt", header=TRUE, as.is = T , sep=";") ## Convert Data field to Date format DF$DD<-as.Date(DF$Date,"%d/%m/%Y") ## Filter only 2 days needed DF.select = DF[(DF$DD == "2007-02-01" | DF$DD == "2007-02-02"),] ## make GAP field a number DF.select$Global_ac...
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corn_110110 <- read_fwf('data-raw/XCBT_C_FUT_110110.TXT', fwf_widths(c(8,6,8,1,3,1,4,5,7,1,7,1,1,1,1,1,1,2,1,1,1,1,1,6 ), col_names = c("TradeDate", "TradeTime", "TradeSeq#", "SessionInd", "TickerSym", "FOIInd", "DeliveryDate", "TrQuantity", ...
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library(nivm) ## following gives diff in prop outside CI. ## This is because ic!=ceiling(nc*q) ## Now gives warning #x<-nicqTest(20,g=nimDiffOR,delta0=.1,q=.2,nc=200,nt=300, # ic=round(600*.2),conf.int=TRUE) #x ## check that it works without specifying ic #x<-nicqTest(20,g=nimDiffOR,delta0=.1,q=.2,nc=200, ...
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##Code for the second Peer Review assigments of course 4 Exploratory data analysis #Loaging the packages: library(zip); library(ggplot2) #Download, unzip the file, openning the data: if (!file.exists("NEI_data.zip")){ download.file("https://d396qusza40orc.cloudfront.net/exdata%2Fdata%2FNEI_data.zip", ...
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#' Writes xts objects to file #' @title Write xts objects to file #' @param xts The xts object to write. #' @param file A connection, or a character string naming the file to write to. #' If file is "", print to the standard output connection. #' @param format The time format. #' @param sep The field separator string...
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alp.m <- 0.000006 #transmission rate:male person-1 day-1 alp.f <- 0.0000009 #transmission rate:female person-1 day-1 gam.m <- 0.05 #recovery rate:male day-1 gam.f <- 0.007 #recovery rate:female day-1 Sm <- 14000 #susceptible males Sf <- 9000 #susceptible females Im <- 1000 #infected males If <- 1000 #infected f...
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x=c(3,5,8,4,1) if("8" %in% x){ print("Yes") } if("2" %in% x){ print("yes") }else{ print("no") } num=8 if((num %% 2) == 0) { print(paste(num,"is Even")) } else { print(paste(num,"is Odd")) } x=c("Yash Verma") i=1 repeat { print(x) i=i+1 if (i>5) { break } } x=c("Yash Ver...
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Hummingbird Range Graph.R
#### Experimental Design Figure -------------------- # Austin Spence # October 12th, 2017 par(mfrow=c(1, 2)) #par(mfrow=c(1, 1)) ### Range Plot plot(c(1:5), 1:5, type = "n", ylab = "Elevation (m)", xlab = NA, axes = FALSE, main="Hummingbird Range Along Sierra Nevada Mountain") Axis(side=2, at = 1:5, labels=c(...
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#' Data generation function #' #'This function generates data to test different causal inference methods. #' @param n total number of units for simulation #' @param scenario simulation scenario 1 or scenario 2 #' @param ratio ratio of units in the treatment groups #' @param overlap levels of covariate overlap: Please s...
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### do every thing without decoy # pssm_generation --------------------------------------------------------- pssm_generation = function(candidate_Rds_name, center_position, output_label) { candidate = readRDS(candidate_Rds_name) pos_window <- candi...
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#' Airfoil data #' #' Here goes a description of the data. #' #' Here goes a more detailed description of the data. #' There are 1503 observations and 6 variables: #' \code{y}, \code{frequency}, \code{angle}, \code{chord_length}, #' \code{velocity}, and \code{thickness}. #' #' @docType data #' #' @usage data(airfoil) #...
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library(readr) library(dplyr) library(epitools) ames <- read_csv("F:/MS/Sem 1/AA/week6/ames.csv") population <- ames$area sample <- sample(population, 60) # Q1 summary(sample) hist(sample) # Every student will have different values and mean # Q2 mean.ci <- function(x, conf = 0.95) { alpha <- 1- conf t_crit <-...
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library(kernlab) library(readr) library(caret) setwd("C:/Amit/Upgrad/SVM_dataset/SVM Dataset1") ## Read the training data set mnist_dataset <- read.csv("mnist_train.csv" , header = F) ###Structure of the dataset str(mnist_dataset) ## Examine few records head(mnist_dataset) #Exploring the data summary(mnist_dat...
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context("ds_polygon") test_that("regionalization of polygon data (ds_polygon)", { data("socioGrid") socioGrid$class <- ds_polygon(socioGrid, k = 7, disjoint = TRUE, plot = TRUE, explain = FALSE) expect_equal( head(socioGrid$class), ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/methods.R \name{predict.coco} \alias{predict.coco} \title{Make predictions from a coco object} \usage{ \method{predict}{coco}( object, newx, s = NULL, lambda.pred = NULL, type = c("response", "coefficients"), ... ) } \arguments{ \...
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library(shiny) fluidPage( tags$head( tags$style(HTML(" .shiny-text-output { color:navy; font-size:large; font-weight:bold; } ")) ), headerPanel( h1("MONEYBALL", style='color:navy') ), h3("Estimating Runs...
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% Generated by roxygen2 (4.1.1.9000): do not edit by hand % Please edit documentation in R/pca.reg2.R \name{pca.reg2} \alias{pca.reg2} \title{Linear Regression on PCA objects 2} \usage{ pca.reg2(pca.object, sp.name, group, plot = TRUE) } \arguments{ \item{pca.object}{PCA object from rda function (vegan).} \item{sp.nam...
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# TODO: Add comment # # Author: ajinkya library(forecast) arimaPricePrediction <- function(ret,predictionsignals) { winsize <- 30 x <- as.ts(ret$daily.returns) start <- 1 end <- nrow(ret) pred <- nrow(ret) pred <-NULL for(i in 1:nrow(ret)+1) { index <- start + winsize window <- ret[start:index,] x <- as.ts...
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##makes a kinship matrix when there is no missing data. Takes frequency data, not # of copies. Later would be good to add a check for this. This function also drops an individual to deal with losing a degree of freedom when mean centering. The input table has rows as individuals, loci as columns. make_f_alldata <- fu...
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## This script uses the caret package to estimate a cross validated KNN classifier using the Auto dataset. library("caret") library("ISLR") library("ggplot2") library("MASS") library("class") library("gridExtra") library("doMC") registerDoMC(cores = 4) data(Auto) View(Auto) Auto$mpg01[Auto$mpg < median(Auto$mpg)] ...
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#' Side by Side Histogram and Box Plots #' #' @param dat The dataset #' @param x The variable in the dataset #' #' @return nothing #' @export #' #' @examples #' nothing hist_box_plots <- function(dat, x){ hist(dat[, x], main = paste0("Histogram of ",x), xlab=x, ylab="Frequency", col = "blue") boxplot(dat[, x], main...
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#install.packages("SuperExactTest") #install.packages("openxlsx", dependencies = TRUE) #install.packages("dplyr") #install.packages("tidyverse") library(SuperExactTest) library("dplyr") require(openxlsx) library(tidyverse) xlsx_sheet <- read.xlsx("Fig1_Venn_David.xlsx", sheet = 1, startRow = 1, colNames = FALSE) cats ...
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## ----echo=FALSE, warning=FALSE, message=FALSE---------------------------- set.seed(42) library(DeclareDesign) options(digits=2) my_population <- declare_population(N = 1000, income = rnorm(N), age = sample(18:95, N, replace = TRUE)) pop <- my_population() my_potential_outcomes <- declare_potential_outcomes( ...
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#' bio1: Calculates mean annual temperature #' #' @description `bio1` is used to calculated mean annual temperature. #' #' @param temps a vector of temperatures, normally for one year (see details). #' @param tme a `POSIXlt` object representing the date and time of each `temps` value. #' Ignored if method unspecified. ...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/event_vector.R \name{event_term} \alias{event_term} \title{Create an event model term from a named list of variables.} \usage{ event_term(evlist, onsets, blockids, durations = 1, subset = NULL) } \arguments{ \item{evlist}{A list of named vari...
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% Generated by roxygen2 (4.1.1): do not edit by hand % Please edit documentation in R/as_search.R \name{as_search} \alias{as_search} \title{Search articles} \usage{ as_search(q, fq = NULL, sort = NULL, begin_date = NULL, end_date = NULL, key = NULL, fl = NULL, hl = FALSE, page = 0, facet_field = NULL, facet_filter ...
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library(dplyr); library(ggplot2); df <- read.csv("saidas.11.05.2020/papiallrapl"); k <- df %>% select(counter,size,memtype,temp,opt,value) %>% group_by(counter,size,memtype,temp,opt) %>% summarise(mean=mean(value), n=n(), sd=sd(value), se=sd/sqrt(n), ic=2.576*se) write.csv(k, "pp.csv") exit ...
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######daegeon_modeling_linear regression##### #예측값이 양수->log transform ####전체를이용한분석#### ###original_rmse### library(Metrics) set.seed(2019) sqrt(mean((predict(lm(mean(log(new_n))~1.,data=train),newdata = test)-log(test$new_n))^2)) library(Metrics) rmse(predict(lm(mean(log(new_n))~1.,data=train),newdata = test),l...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/mxnet_generated.R \name{mx.symbol.gamma} \alias{mx.symbol.gamma} \title{gamma:Returns the gamma function (extension of the factorial function \ to the reals), computed element-wise on the input array.} \usage{ mx.symbol.gamma(...) } \argument...
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# Our pipeline is largely based on # https://academic.oup.com/ije/article/47/4/1264/5046668, Box 3 # Aka the Rücker model-selection framework setwd("~/Desktop/rivaslab/biomarkers/resubmission1/") library(data.table) # read the trait name info trait_names = fread("./mr_rg_traits.txt", data.table = ...
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############################################################## ##### Biobanks VS. Leave-that-biobank-out meta-analyses ###### ############################################################## library(data.table) library(ggplot2) library(dplyr) library(broom) library(readxl) library(ggrepel) library(writexl) library(tidyv...
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# # This is a Shiny web application. You can run the application by clicking # the 'Run App' button above. # # Find out more about building applications with Shiny here: # # http://shiny.rstudio.com/ # # # This application is a small workshop for mathematics. # It is inspired from the Micmaths video (https://youtu.b...
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args <- (commandArgs(trailingOnly = TRUE)) for (i in 1:length(args)) { eval(parse(text = args[[i]])) } print(gff) print(gtf) suppressPackageStartupMessages({ library(rtracklayer) library(readr) library(withr) }) ## Filter out exons that can not be handled by gffcompare x <- readr::read_tsv(gff, col_names = F...
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library(tidyverse) library(lubridate) library(babynames) library(mdgr) library(scales) names <- babynames %>% filter(year >= 1950 & sex == "F" & n > 15) %>% group_by(name) %>% mutate(n_years = n_distinct(year), prev = lag(prop), change = prop - prev, perc_chg ...
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add.missing.expression <- function( expression, genes, score.missing ) { # add genes in 'genes' missing in 'expression' to 'expression' with score 'score.missing' # remove genes in 'expression' not represented in 'genes' contexts <- colnames(expression) n.contexts <- ncol(expression) ...
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pathdir="/nfs/guille/bugid/adams/meta_analysis/results_summaries/" destination = "/nfs/guille/bugid/adams/ifTadesse/kddexperiment/group2/" ff = list.files(pathdir) aucs <- data.frame() for (bench in ff){ if(bench=="new_all" || bench=="all"){ next } for(idx in 290:300){ #idx = 300 bench_name = paste0(pathdi...
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vda-lab/stad
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2020-04-25T20:53:38.508275
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custom_distance.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/stad_with_lens.R \name{custom_distance} \alias{custom_distance} \title{Custom distance} \usage{ custom_distance(x, metric) } \arguments{ \item{x}{array variable. Dimension of the lens.} \item{metric}{string or array defining the metrics supp...
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/4_split.r
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DavidMoranPomes/census-profiling-and-income-prediction
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2020-06-17T20:45:01.995050
2019-07-09T17:13:26
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4_split.r
load('data/adult.rds') set.seed(1234) train <- sample(nrow(adult), 0.5*nrow(adult)) set <- logical(nrow(adult)) set[train] <- TRUE adult$Set <- factor(ifelse(set, 'Train', 'Test')) save(adult, file='data/adult_split.rds')
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dharmesh-coder/Data-Science
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2023-04-19T20:58:39.355216
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library(dplyr) library(rvest) library(NLP) library(tm) url <- "http://www.analytictech.com/mb021/mlk.htm" data <- read_html(url) text <- data %>% html_nodes("p") %>% html_text() text doc <- Corpus(VectorSource(text)) inspect(doc) doc <- tm_map(doc,removeNumbers) doc <- tm_map(doc,removeWords,stopwords("english"...
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dvinesim=function(nsim,param,qcond1,pcond1,tau2par1,qcond2,pcond2,tau2par2) { tau12=param[1] tau23=param[2] tau34=param[3] tau13.2=param[4] tau24.3=param[5] tau14.23=param[6] p = matrix(runif(nsim * 4), nsim, 4) th=matrix(0,4,4) th[1,2]=tau2par1(tau12) th[1,3]=tau2par2(tau23) th[1,4]=tau2par1(...
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rajesh2win/datascience
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3d-visulizations.R
library(plot3D) fun = function(x,y) { return(x+y) } x = seq(-2, 4, 0.5) y = seq(-2, 4, 0.5) f = outer(x,y,fun) windows(width=50, height=60) persp3D(x, y, f, xlab="x", ylab="y", zlab="f", theta = 30, phi = 10) X11() persp3D(x, y, f, xlab="x", ylab="y", zlab="f",color.palette = heat.colors, theta = 30, phi = 10, colk...
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pawelru/sudoku_r_game
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shift_index.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/matrix.R \name{shift_index} \alias{shift_index} \title{Move elements from tail to the head of vector} \usage{ shift_index(x, n) } \arguments{ \item{x}{vecor to be shifted} \item{n}{shift value} } \value{ shifted vector } \description{ Move e...
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/Normal Contaminada - Poder Sinal.R
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ArthurCarneiroLeao/Monte-Carlo-Sinal
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2020-04-02T16:16:37.471734
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Normal Contaminada - Poder Sinal.R
#NormalContaminada-Poder Sinal(5%)# ### usando o grau de contaminação 5% e lamb = 3 library(BSDA) library(tidyverse) delta <- 0.05 lambda <- 3 r<-1000 theta.test<-c(seq(-2,2,0.05)) M <- length(theta.test) power <- numeric(M) nobs<-c(5, 10, 30, 80) #Vetor Para tamanhos de amostras diferent...
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2020-05-14T11:28:50.485432
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rankhospital.R
rankhospital <- function(state, outcome, num="best"){ outcome_measures <- read.csv("outcome-of-care-measures.csv", colClasses = "character"); if(!state %in% outcome_measures$State){ stop("Invalid State."); } outcome_measures <- outcome_measures[outcome_measures$State==state,]; number_of_deaths <- ...
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adjust_Rsq.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/utility.R \encoding{UTF-8} \name{adjust_Rsq} \alias{adjust_Rsq} \title{Adjust a regression model R-squared for overfitting} \usage{ adjust_Rsq(Rsq, n, p, adjust = c("fisher", "pop", "cv")) } \arguments{ \item{Rsq}{Observed model R-s...
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eileenschaub/R_in_Git
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2020-04-16T05:32:30.483587
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Day2.R
# Software Carpentry R Workshop - James's Code #doing some programming! number <- 37 if(number > 100) { print("greater than 100") } # The above produces no visible result cos 37 isn't > 100. number <- 37 if(number > 100) { print("greater than 100") } else { print("less than or equal to 100") } #Some notation...
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/plot3.R
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plot3.R
#Exploratory Data Analysis Assignment 1 #working data from plot1.R and plot2.R is used png(filename = "plot3.png", width = 480, height = 480) #open png device, set w x h in pixels (though 480 is typically default) par(pty="s") #make plot square #create plot and add submetering 1 line (default is black so don'...
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/Tides and lunar data scrape code.R
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Plaladin/SnowyPlover_cycles
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Tides and lunar data scrape code.R
# Scrape tide data library(rvest) #2006-2007 (2008 must be loaded seperately) tides_06_07 <- lapply(paste0("http://tides.mobilegeographics.com/calendar/year/3689.html?y=",2006:2007, "&m=4&d=1"), function(url){ url %>% read_html() %>% html_nodes(...
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2021-09-01T04:37:25.881122
2017-12-24T21:30:59
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write_rprof.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/rprof-write.R \name{write_rprof} \alias{write_rprof} \title{Write profiler data to an R profiler file} \usage{ write_rprof(ds, path) } \arguments{ \item{ds}{Profiler data, see \code{\link[=validate_profile]{validate_profile()}}} \item{path}{...
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/Test file.R
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2020-04-18T03:45:43.334354
2019-04-24T16:57:00
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Test file.R
library(readr) shelter_skim <- read_csv("Econ4670researchproject/shelter_skim.csv") shelter_skim$TotalEnrollments = NULL shelter_return <- subset(shelter_skim , StayedInShelterMoreThanOnce == 1) shelter_no_return <- subset(shelter_skim , StayedInShelterMoreThanOnce == 0) shelter_no <- shelter_no_return[1:328,] shelter...
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/data/youtube datacleaner.R
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yaowser/YoutubeTrending
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2021-04-15T15:03:05.208470
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youtube datacleaner.R
cat("\014") options(warn=1) require(survey) require(dplyr) require(lattice) #read in, remove columns, from https://www.kaggle.com/datasnaek/youtube-new/data setwd("C:/Users/Yao/Desktop/you") youtubeRawUS <- read.csv(file="USvideos.csv", header=TRUE, sep=",") youtubeRawUS$country <- rep("US",nrow(youtubeRawUS)) youtub...
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cran/guess
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2016-08-11T15:21:04.016983
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fit_nodk.Rd
% Generated by roxygen2: do not edit by hand % Please edit documentation in R/fit_nodk.R \name{fit_nodk} \alias{fit_nodk} \title{Goodness of fit statistics for data without don't know} \usage{ fit_nodk(pre_test, pst_test, g, est.param) } \arguments{ \item{pre_test}{data.frame carrying pre_test items} \item{...
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Exercicio8.R
install.packages("gridExtra") library(xlsx) library(gridExtra) library(grid) ex8 <- read.xlsx("data/exercicio8.xls", sheetName = "Plan1") ex8 tabela <- table(ex8$Altura.dos.pacientes) tabela barplot(tabela, ylab = "Frequencia", ylim = c(0,3), main = "'Distribuicao de frequencia'") hist(ex8$Altura.dos.pacientes, mai...
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aofcrazy/bootcamp-data-science-learning
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dplyr_code.R
## Data tranformation library(tidyverse) library(readxl) # read data into R student <- read_excel("scholarships.xlsx", 1) address <- read_excel("scholarships.xlsx",2) scholarships <- read_excel("scholarships.xlsx",3) ## VLOOKUP (Spreadsheet) == left_join (R) ## Mutating join (left, inner, right, full) ## data pipel...
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2020-12-25T06:02:54.945578
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rpart_labels.Rd
\name{rpart_labels} \alias{rpart_labels} \title{Extract labels data frame from rpart object for plotting using ggplot.} \usage{ rpart_labels(model, splits = TRUE, label, FUN = text, all = FALSE, pretty = NULL, digits = getOption("digits") - 3, use.n = FALSE, fancy = FALSE, fwidth = 0.8, fheight = 0...
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wrathematics/kernelFactory
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% Generated by roxygen2 (4.1.1): do not edit by hand % Please edit documentation in R/kernelFactory.R \name{kernelFactory} \alias{kernelFactory} \title{Binary classification with Kernel Factory} \usage{ kernelFactory(x = NULL, y = NULL, cp = 1, rp = round(log(nrow(x), 10)), method = "burn", ntree = 500, filter = 0.01...
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i0inner_dataset.R
data(geyser, package = "MASS") data = read.table("i0car.txt", header=TRUE, quote="\"") data[1:2,] library(crayon) cat(red$bold$bgGreen("mode(data) is ")) mode(data) cat(blue$bold$bgGreen("names(data) is ")) names(data) cat(yellow$bold$bgGreen("dim(data) is ")) dim(data) cat(red$bold$bgGreen("data$lp100km is ")) d...
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library(ape) testtree <- read.tree("13157_0.txt") unrooted_tr <- unroot(testtree) write.tree(unrooted_tr, file="13157_0_unrooted.txt")
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require(shiny) require(shinyWidgets) require(shinyBS) require(shinyjs) #required libraries require(markdown) require(DT) require(dplyr) require(Gviz) require(Homo.sapiens) require(OrganismDbi) require(stringr) require(condformat) require(shinyjs) require(bedr) require(rlist) require(Rsamtools) require(TxDb.Hsapiens.UCS...
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# Martin Bontrager # Exploratory Data Analysis # Project 1 - Plot1 library(data.table) # Read power consumption data and subset to only two days: 1-2 Feb 2007 f <- "data/household_power_consumption.txt" DT <- fread(f, sep = ";", na.strings = "?", stringsAsFactors = FALSE, header = TRUE) DT$Date <- as.Dat...
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require(tpl) require(tpldata) t<-read.table("clipboard",header=F,sep="\t") tpl2<-tpl.get(t[,1]) write.table(tpl2,"D:/CWR/TPL_GBIF_9743.csv",sep="^",quote = F,row.names = F)
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####################################################################### ## Project: Image Processing Methods for Environment Classification ## Script purpose: Analyze and classify photos via Convolutional Neural Network ## Date: 2020-03-28 ## Author: Rahul Sharma ########################################################...
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library(dplyr) plot1 <- function() { file_read <- read.csv2('household_power_consumption.txt', dec='.', na.strings='?', stringsAsFactors=FALSE) start <- ymd('2007-02-01') end <- ymd('2007-02-03') file_read <- file_read %>% mutate(DateTime=dmy_hms(paste(Date, Time))) %>% selec...
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require(raster) require(ncdf) require(rgdal) # require(ncdf4) # source("13-CRU_functions.R") CRU_cut <- function(baseDir="T:/gcm/cmip5/isi_mip", region=extent(-80, -66, -16, 5), outDir="Z:/DATA/WP2/03_Future_data/isi_mip_ft_0_5deg") { setwd(baseDir) if (!file.exists(outDir)) {dir.create(outDir, recursive = TRUE)...
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predict.bagging_ola <- function(object, newdata, valdata, ...){ names(valdata)[ncol(valdata)] <- "Class" val_preds <- predict.bagging(object, valdata[, -ncol(valdata)]) knn_idx <- kknn::kknn(Class ~ ., train = valdata, test = newdata, k...
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lake_filter <- filter(lakeStations, SIGLAKENAME == 'Claytor Lake') conventionals_Lake <- filter(conventionals, FDT_STA_ID %in% unique(lake_filter$FDT_STA_ID)) %>% left_join(dplyr::select(lakeStations, FDT_STA_ID, SEC, CLASS, SPSTDS,PWS, ID305B_1, ID305B_2, ID305B_3, STATION_TYPE_1, STATION...
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context("Test walker") test_that("arguments work as intended", { library(walker) expect_error(walker("aa")) expect_error(walker(rnorm(2) ~ 1:4)) expect_error(walker(rnorm(10) ~ 1)) expect_error(walker(y ~ 1)) expect_error(walker(rnorm(10) ~ 1, beta_prior = 0)) x <- 1:3 expect_identical(c(1,1,1,1:3),...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/ByState.R \name{ByState} \alias{ByState} \title{ByState} \usage{ ByState(Year, with_summary = TRUE) } \arguments{ \item{Year}{is digit numeric number of the year} \item{with_summary}{defaults to TRUE. Adds a summary (total) row and the botto...
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# Extract nth (from left) digit of a number get_digit <- function(num, n) { # remove numbers on left, then numbers on right (num %% (10 ^ n)) %/% (10 ^ n) } # Indicate whether a positive number is a palindrome palindrome <- function(num) { digits <- floor(log(num, 10)) + 1 for (x in 1:((digits %/% 2))) { d...
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##MMM2019_Finalists ##Calculate the proportion of brackets that pick each species as finalists and champions #Load in packages library(stringr) library(ggplot2) #Read in dataframe of predictions and results MMM_df <- read.csv("../Submissions/MMM2019_PredictionsSummary.csv", stringsAsFactors = F) #Extract finalists f...
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## Load the dataset from the source directory ## assume we are the location of the file in the working directory library(sqldf) # I use sqldf package for reading the data source("load_hsepwr.R") png(file = "plot3.png", width = 480, height = 480, units = "px", bg = "transparent") with(hsepwr, plot(DateTime, Sub_mete...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/sampling_state.R \name{write_mallet_state} \alias{write_mallet_state} \title{Save the Gibbs sampling state to a file} \usage{ write_mallet_state(m, outfile = "state.gz") } \arguments{ \item{m}{the \code{mallet_model} model object} \item{outf...
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testlist <- list(x = structure(c(1.61100627174858e+126, NaN, 1.44202388027275e+135 ), .Dim = c(3L, 1L))) result <- do.call(bravo:::colSumSq_matrix,testlist) str(result)
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#Collect all the nation-wide Chevrolet dealerships with information about name, address, website, inventory link and geo location install.packages("XML", repos = "http://cran.cnr.Berkeley.edu/") library(XML) install.packages("plyr", repos = "http://cran.cnr.Berkeley.edu/") library(plyr) load("zipdata.rdata") cities = ...
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library(libamtrack) ### Name: AT.SPC.spectrum.at.depth.step ### Title: AT.SPC.spectrum.at.depth.step ### Aliases: AT.SPC.spectrum.at.depth.step ### ** Examples # None yet.
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/interactive_plotting_modules.R \name{Specmodule} \alias{Specmodule} \title{Specmodule} \usage{ Specmodule(input, output, session, tag, set = list(spec = list(xrange = NULL, yrange = NULL, maxxrange = NULL, maxyrange = NULL, sel = NULL, mz =...
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# Run variant caller evaluation for a given MAF file. # # C. Savonen for ALSF - CCDL # # 2019 # # Option descriptions # # -label : Label to be used for folder and all output. eg. 'strelka2'. Default is 'maf'. # -output : File path that specifies the folder where the output should go. # New folder will be crea...
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## simulation for ode library(rstan) rstan_options(auto_write = TRUE) options(mc.cores = parallel::detectCores()) sim_mod <- stan_model(file = "sim_mod.stan", model_name = "sim_mod", verbose = T) sim_out <- sampling(sim_mod, seed = 2, data = list(N = nrow(dat_27), y =...
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getData <- function(variableName, url, filename, ...){ if(!exists(variableName)){ if (!file.exists(filename)) { download.file(url, filename) } read.csv(filename, ...) } } geocodeAdddress <- function(address) { require(RJSONIO) url <- "http://maps.google.com/maps/api/geocode/json?address=" ...
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#Set working directory to SU2C_script setwd("R:/Medicine/Hematology-Oncology/Yu_Lab/Nate/scripts_and_tools/YuLab-SU2C-TCGA") #Create function to test for packages that are needed to run app installPkges <- function(pkg){ if(!pkg %in% installed.packages()) install.packages(pkg, repos = "https://mirror.las.iastate...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/call.R \name{hx_timeline} \alias{hx_timeline} \title{Timeline} \usage{ hx_timeline(ids, resolution = c("D", "M", "W", "H")) } \arguments{ \item{ids}{A list or vector of article ids to query, see \code{\link{hx_articles}}.} \item{resolution}{...
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#' Calculate mean of variables #' @description Calculate mean addressing item-level missing data using proration #' @param data Wide dataframe. #' @param id_str String of identifier variable. #' @param var_str String of variable to calculate mean for. #' @param session_str String of session number. #' @param n_min Mini...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/createlms.R \name{fit_gamlss1} \alias{fit_gamlss1} \title{fit_gamlss1} \usage{ fit_gamlss1( data, age.min = 0, age.max = 80, age.int = 1/12, keep.models = F, dist = "BCCGo", formula = NULL, sigma.formula = ~1, nu.formula = ~...
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#ensure the file household_power_consumption is downloaded into your working directory #read the file inot R powerful<-read.table("household_power_consumption.txt",header=TRUE, sep=";") #combine Date and Time columns library(dplyr) verypowerful<-mutate(powerful,datetime=paste(Date,Time, sep=" ")) #convert datetime colu...
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## To install cummeRbund and DESeq2 (do it once) # source("https://bioconductor.org/biocLite.R") # biocLite("DESeq2") getwd() setwd('../Desktop/course_data/DESeq2/') library('DESeq2') data <- read.delim('../featureCounts/count_gene', skip=1, sep="\t") dim(data) head(data) colnames(data) count <- data[7:12] colname...
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% Generated by roxygen2: do not edit by hand % Please edit documentation in R/data.R \docType{data} \name{celdaCGMod} \alias{celdaCGMod} \title{celdaCGmod} \format{ A celda_CG object } \usage{ celdaCGMod } \description{ celda_CG model object generated from \code{celdaCGSim} using old \code{celda_CG} function. } \keywo...
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source("../../R/Rcheck.R") d <- read.jagsdata("litters-data.R") inits <- read.jagsdata("litters-init.R") m <- jags.model("litters.bug", d, inits, n.chains=2) update(m, 5000) x <- coda.samples(m, c("mu","theta"), n.iter=50000, thin=50) source("bench-test1.R") check.fun()
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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(shinydashboard) library(shinydashboardPlus) setwd('C:/Users/rbelhocin...
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library(tidyverse) library(ggplot2) h <- head s <- summary g <- glimpse t <- tail gen <- read.csv("Gender_StatsData.csv", stringsAsFactors = FALSE) indicator <- unique(gen$Indicator.Name) country <- unique(gen$?..Country.Name) gen1 <- gen %>% rename(Country = ?..Country.Name) topics_education <- c( ...
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#' @importFrom fs is_file #' @importFrom hdf5r H5File h5attr_names #' @importFrom Matrix sparseMatrix Matrix t parse_dataset <- function(x, loom_expression_layer = NULL) { assert_that( is.character(x), length(x) == 1, fs::is_file(x) || fs::is_link(x), msg = "--dataset should contain a pathname of a .l...
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# ui.R library(plotly) library(shiny) library(shinythemes) shinyUI(fluidPage( theme = shinytheme("cosmo"), # Application title titlePanel("Top 50 Songs Each Decade"), navbarPage(title = "My project", tabPanel("About", titlePanel("My app"), sidebarLayout( ...
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g <- h2o.grid("randomForest", search_criteria = list( strategy = "RandomDiscrete", stopping_metric = "mse", stopping_tolerance = 0.001, stopping_rounds = 10, max_runtime_secs = 120 ), hyper_params = list( ntrees = c(50, 100, 150, 200, 250), mtries = c(2, 3, 4, 5), sample_rate = c(0.5, ...