Github

Advanced R Solutions

by Malte Grosser & Henning Bumann

2018-12-05
Advanced R Solutions

Solutions to the Exercises from Hadley Wickham’s book ‘Advanced R’. […] This book offers solutions to Hadley Wickham’s book Advanced R. It is work in progress and under active development. The 2nd edition of Advanced R is still being revised, but we hope to provide a large part of the answers by the end of 2018. The code for this book can be found on GitHub. We welcome your PRs and suggestions. :) The date of the exercise versions in Hadley’s book (2nd edition) is October 6th 2018. The formulation of the exercises in this book corresponds to Advanced R (1st edition) from January 25th 2017. … Read more →

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Se former au logiciel R : initiation et perfectionnement

by François Rebaudo

2018-12-03
Se former au logiciel R : initiation et perfectionnement

Un guide pour acquérir les bases de la programmation avec R et conduire efficacement la gestion et l’analyse de ses données. […] Ce livre est incomplet pour le moment et vous visualisez sa version préliminaire. De nombreux chapitres sont néanmoins déjà en ligne, alors n’hésitez pas à les consulter et à commencer votre formation ou votre perfectionnement au langage de programmation R. Si vous avez des commentaires, des suggestions ou si vous identifiez des erreurs, n’hésitez pas à m’envoyer un email (francois.rebaudo@ird.fr), ou si vous connaissez GitHub sur le site du projet … Read more →

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Aprender R: iniciación y perfeccionamiento

by François Rebaudo

2018-11-29
Aprender R: iniciación y perfeccionamiento

Un guía para adquirir las bases de la programación con R y conducir de forma efectiva su gestión y análisis de datos. […] Este libro está incompleto por el momento y está viendo su versión preliminar. Muchos capítulos ya están en línea, así que no dude en consultarlos y comenzar su iniciación o su perfeccionamiento en el lenguaje de programación R. Si tiene algún comentario, sugerencia o si identifica errores, no dude en enviarme un correo electrónico (francois.rebaudo@ird.fr), o si está familiarizado con GitHub en el sitio web del proyecto (https://github.com/frareb/myRBook_SP). Este libro … Read more →

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Introduction to Data Exploration and Analysis with R

by Michael Mahoney

2018-11-26

This is a course reader for a class that will never be taught. Hopefully it helps you nonetheless. […] This is a course reader for a hypothetical 3-credit undergraduate class, focusing on getting those with no prior exposure to R up to speed in coding and data analysis procedures. This reader is currently being continuously deployed to bookdown.org and GitHub, particularly as new sections are completed or old ones restructured. This is so that I can get feedback from the small group of people who are using this book to learn R themselves, so I can adjust and adapt the text as needed. If … Read more →

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The twinetverse

by John Coene

2018-11-18
The twinetverse

A guide to visualise networks of Twitter interactions in R using the twinetverse. […] The goal of the twinetverse is to provide everything one might need to view Twitter interactions, from data collection to visualisation. The twinetverse package is available on Github and Bitbucket. The package is unlikely to make it onto CRAN, it may be considered once all of its children packages are on the archive network, but not until then. The source code for this book can be found on … Read more →

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Introduction to Data Science

by Rafael A. Irizarry

2018-11-13

This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown. Read more →

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Escritura de libros con bookdown

by Fernández-Casal, R. y Cotos-Yáñez, T.R.

2018-10-28

Este libro es una introducción al paquete bookdown para la escritura de libros (en castellano, galego, …). […] Este libro es una pequeña guía sobre como emplear el paquete bookdown de R para la escritura de libros, incluyendo algunos detalles de configuración para la escritura en otros idiomas distintos del inglés (castellano, galego,…). Este mismo libro ha sido escrito en R-Markdown empleando el paquete bookdown y está disponible en el repositorio Github: rubenfcasal/bookdown_intro. Para generar el libro (compilar) puede ser recomendable instalar la última versión de RStudio y la versión … Read more →

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Meta-Workflow

by Miao YU

2018-10-15

This is a workflow for metabolomics studies. […] This is an online handout for data analysis in mass spectrometry based metabolomics. It would cover a full reproducible metabolomics workflow for data analysis and important topics related to metabolomics. Here is a list: This is a book written in Bookdown. You could contribute it by a pull request in Github. R and Rstudio are the softwares needed in this … Read more →

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Manual de R

by Freddy Hernández Barajas Olga Cecilia Usuga Manco

2018-10-10

This is an R manual. […] Este libro fue creado con la intención de apoyar el aprendizaje del lenguaje de programación R en estudiantes de pregrado, especialización, maestría e investigadores, que necesiten realizar análisis estadísticos. En este libro se explica de una forma sencilla la utilidad de la principales funciones para realizar análisis estadístico. El presente material está en proceso de elaboración, si el lector desea tener la última versión del libro recomendamos consultar la versión alojada en el repositorio de GitHub diponible en el siguiente enlace: https://github.com/fhernanb … Read more →

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Text Mining with R

by Julia Silge and David Robinson

2018-09-23
Text Mining with R

A guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools […] This is the website for Text Mining with R! Visit the GitHub repository for this site, find the book at O’Reilly, or buy it on Amazon. This work by Julia Silge and David Robinson is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States … Read more →

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Feature Engineering and Selection: A Practical Approach for Predictive Models

by Max Kuhn and Kjell Johnson

2018-09-09

Feature Engineering and Selection: A Practical Approach for Predictive Models […] Notes to readers: A note to readers: this text is a work in progress. It will eventually be published in this format as well as a more traditional physical medium by Chapman & Hall/CRC. Chapters 1 through 8 have been completed (pending more comments) and the rest are being constructed as you read this. We’ve released this initial version to get more feedback beyond what our excellent reviewers and editor have already provided. Feedback can be given at the GitHub repo https://github.com/topepo/FES/issues. … Read more →

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數量方法(一)

by 林茂廷老師

2018-06-21

數量方法(一)電子書 […] 電子書網址:https://bookdown.org/tpemartin/econometric_analysis/ 授課老師: 林茂廷 辦公室:社科大樓3F01 諮詢時間:週二下午2點30-4點30 電話:02﹣86741111轉67170 Email:mtlin@gm.ntpu.edu.tw 作業上傳網址:https://www.dropbox.com/request/wAzlAatjCjvvExQZlzje 課程討論室:https://sites.google.com/view/econometric-analysis/home 分組名單填寫網址:https://goo.gl/forms/zXymIEOQbgagwRkg2 分組結果:請點此查閱自己的“組號” 課堂程式說明:Github repo: Econometrics-in-class-practice 如何更新forked repo: 說明影片 有兩種: 遇到講義中不清楚的,可以在Chrome打開標籤,選「數方106學年」標籤,開始劃講義重點並提出問題及參與討論。 … Read more →

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Macroeconomics

by Mau-Ting Lin

2018-06-19

This is a collection of the discussion lists from Macroeconomics. […] The theory contents will follow 1 closely. Item 2 is for data visualization. And item 3 is for general discussion regarding world news. https://goo.gl/kbQwP5 Class participation and quizzes: 10% Midterm Exam: 30% Final Exam: 30% Others Rhttp://www.r-project.org/ RStudiohttp://rstudio.org/ Github desktophttps://desktop.github.com/ … Read more →

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圖書推薦系統

by 林凱浩

2018-06-01

碩士論文 […] 電子書網址: Github repo:https://github.com/tpemartin/thesis-book-recommendation bookdown使用者說明 LyX 註冊RSconnect bookdown::publish_book()或bookdown::publish_book(account=“帳戶名”) … Read more →

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通識課程推薦系統

by 蔡國梁

2018-06-01

碩士論文 […] 電子書網址: Github repo:https://github.com/tpemartin/thesis-GE-recommendation bookdown使用者說明 LyX 註冊RSconnect bookdown::publish_book()或bookdown::publish_book(account=“帳戶名”) … Read more →

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Machine Learning

by Michael Clark

2018-05-06
Machine Learning

This document provides an introduction to machine learning for applied researchers. While conceptual in nature, demonstrations are provided for several common machine learning approaches of a supervised nature. In addition, all the R examples, which utilize the caret package, are also provided in Python via scikit-learn. […] Michael Clark https://m-clark.github.io … Read more →

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Comparative Methods

by Brian O’Meara

2018-02-15

How to do comparative methods for evolution and ecology […] This book was created as part of my PhyloMeth class, which focuses on sensibly using and developing comparative methods. It will be actively developed over the course of Spring 2017, so if you don’t like this version (see date above), check back soon! The book is available here but you can fork it, add issues, and look at raw source code at https://github.com/bomeara/ComparativeMethodsInR. [Note I’ll be changing the name of the repo eventually; the course is largely in R (not entirely) but of course many key methods appear in other … Read more →

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The Queens College Guide to the Foundations of Life

by The Queens College Collective Consciousness

2018-01-31

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This is a sample book written in Markdown which uses Yihui Xie’s Bookdown Package for R. Every section (except for these first 2 sentences and section 3, the biochemistry guide) is from their sample book. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). The bookdown package can be installed from CRAN or Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level … Read more →

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Estimacdiión en dominios pequeños

by Grupo SAE - USTA

2018-01-12

Estedd lidbro plantea una introducción a la estimación de áreas pequeñas con el software R. […] Este libro plantea una introducción a la estimación de áreas pequeñas con el software R. xxxx vv zz second commit in Github This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). For now, you have to install the development versions of bookdown from Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level heading #. To compile this example to PDF, you need to … Read more →

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Github 介紹

by 林茂廷老師

2017-12-30

Github 介紹 […] 這裡我們用非程式設計者懂的說法來解釋,故不符合它們原始的完整定義。 Github.com: 一個【雲端空間】讓你儲存備份用 Github Desktop: 安裝在你電腦上的【備份小精靈】,透過他,你可以選擇將某個資料匣裡的東西備份在自己電腦,或進一步備份在Github.com雲端空間。 我們先假設你已經在Github.com(以下簡稱.com)註冊了一個帳號,也在你電腦安裝了Github Desktop(以下簡稱Desktop),並把Desktop設定好可以和你的.com帳號連結。 … Read more →

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R語言套件之道

by Cheng-Chung Li

2017-07-04

寫這本書有幾個原因,除了將自己對於R語言所學做一個整理之外,還希望能讓更多人將自己製作的R functions包裝成符合CRAN規定的R packages, 放到網路上讓大家共享。其實國內R語言的高手很多,但是卻很少人知道如何將寫好的functions包成套件,而國內的參考資料也不多。因此頂多只能在公司內部分享,這實在是很可惜的事情。 我也希望藉由這樣的資料,讓臺灣的高手們被世界看到,一起為R語言貢獻一份心力。 […] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). For now, you have to install the development versions of bookdown from Github: Remember each Rmd file contains one … Read more →

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Föll í R - Dæmi

by Eyþór Björnsson

2017-05-23

Föll í R - Dæmi […] Hér eru dæmi um notkun á föllum sem ég hef skrifað og má finna á GitHub. Þetta eru aðallega föll sem spara mikinn tíma við uppsetningu á algengum töflum fyrir vísindagreinar (á sviði læknavísinda) en eru líka hjálpleg til þess að átta sig á fylgni milli mismunandi breyta í gagnasafninu. Þessi síða er búin til með bookdown. Það er frábær pakki sem tvinnar saman R markdown skrár og setur saman í aðgengilegt html-bókarsnið. Í öllum dæmunum er notast við ‘diabetes’ gagnasettið sem er aðgengilegt frá http://biostat.mc.vanderbilt.edu/wiki/Main/DataSets. The data consist of 19 … Read more →

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資料科學與R語言

by 曾意儒 Yi-Ju Tseng

2017-03-20

介紹如何使用R語言完成資料讀取、處理、分析與呈現,以及大數據技術與R的整合 […] 本書介紹如何使用R語言完成資料讀取 (檔案、透過API擷取或爬蟲)、資料清洗與處理、探索式資料分析、資料視覺化、互動式資料呈現 (搭配Shiny) 與資料探勘等,並介紹R與Hadoop Ecosystems介接方法。 資料探勘章節尚未完成,epub版本格式微調中。 如要一次安裝所有本書會使用到的套件,可在R內執行以下程式碼: 本書為長庚大學資訊管理學系 大數據分析方法課程教學使用書籍 如果您想修改文字或範例,歡迎透過此連結或是透過GitHub issue提供建議與回饋。 本書程式碼執行環境: 本書使用套件版本: 本著作係採用創用 CC 姓名標示-非商業性-禁止改作 3.0 台灣 … Read more →

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Data lunch 2feb: The use of Bookdown to write documents and reports

by Gabriel Muñoz

2017-02-03

Data lunch 2feb: The use of Bookdown to write documents and reports […] Make sure you have installed the latest version of R and the Preview Release of RStudio. The following packages should be installed. If you have them already make sure they are updated. The most up to date versions are the “in development” versions from gitHub. Do you have Pandoc installed? RStudio should come along with Pandoc. and latex ? ( if you want to have PDF outputs as well) note that PDF does not allow interactive plots If you do not have latex installed Mac OS X –> MacTeX (http://www.tug.org/mactex/) Linux … Read more →

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A Minimal Book Example

by Yihui Xie (Daniel Kim translated it into Korean)

2017-01-08

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). For now, you have to install the development versions of bookdown from Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level heading #. To compile this example to PDF, you need to install XeLaTeX. 이 예제를 PDF로 컴파일하려면, XeLaTeX을 … Read more →

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Do not use averages with Likert scale data

by Dwight Barry

2017-01-05
Do not use averages with Likert scale data

This is a short overview of why averages don’t work well for evaluating Likert scale or other ordinal-scale data, and what to do instead, with examples using R. While the examples are focused on healthcare surveys, the lessons apply to any use of ordinal scale data. Note: all of the data in this document is fake, created specifically to illustrate particular points. Contact/Twitter: @healthstatsdude PDF version: Website: https://bookdown.org/Rmadillo/likert/ Corrections/Pull requests: https://github.com/Rmadillo/likert Cover image: Gustave Doré, 1863. Illustration 12 for Cervantes’s Don … Read more →

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Dengue Forecasting Project

by Raghvendra Jain

2016-12-15

This is a book that contains experiments and results about the predictions of dengue outtbreaks in Thailand. […] This is a sample book written in Markdown. For now, you have to install the development versions of bookdown from Github: … Read more →

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ggplot2逆引き集

by @kazutan

2016-11-20

これはggplot2逆引き集です。 […] これはQiitaで公開されているggplot2逆引きの記事を集めたものです。今のところ,@kazutanが作成した12本をまとめています。 なにかありましたら,以下のGithubリポジトリのissueもしくはTwitterの@kazutanまでおねがいします。 … Read more →

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Notes and Codes while Learning R

by Scott Ming

2016-07-31

这里是明生学 R 的笔记。 […] Bookdown 是个很赞的写作工具,在这里记录一些自己学习 R 与数据科学的笔记,如有错误,欢迎指出。我的 GitHub 地址:https://github.com/scottming … Read more →

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A Minimal Book Example

by Yihui Xie

2016-04-12

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. […] This is a sample book written in Markdown. You can use anything that Pandoc’s Markdown supports, e.g., a math equation (a^2 + b^2 = c^2). For now, you have to install the development versions of bookdown from Github: Remember each Rmd file contains one and only one chapter, and a chapter is defined by the first-level heading … Read more →

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