Latex and Knitr Ed Rubin
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A Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research Krzysztof J
bioRxiv preprint first posted online Feb. 12, 2016; doi: http://dx.doi.org/10.1101/039354. The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It is made available under a CC-BY 4.0 International license. A practical guide for improving transparency and reproducibility in neuroimaging research Krzysztof J. Gorgolewski and Russell A. Poldrack Department of Psychology, Stanford University Abstract Recent years have seen an increase in alarming signals regarding the lack of replicability in neuroscience, psychology, and other related fields. To avoid a widespread crisis in neuroimaging research and consequent loss of credibility in the public eye, we need to improve how we do science. This article aims to be a practical guide for researchers at any stage of their careers that will help them make their research more reproducible and transparent while minimizing the additional effort that this might require. The guide covers three major topics in open science (data, code, and publications) and offers practical advice as well as highlighting advantages of adopting more open research practices that go beyond improved transparency and reproducibility. Introduction The question of how the brain creates the mind has captivated humankind for thousands of years. With recent advances in human in vivo brain imaging, we how have effective tools to peek into biological underpinnings of mind and behavior. Even though we are no longer constrained just to philosophical thought experiments and behavioral observations (which undoubtedly are extremely useful), the question at hand has not gotten any easier. These powerful new tools have largely demonstrated just how complex the biological bases of behavior actually are. -
Reproducible Reports with Knitr and R Markdown
Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... Reproducible Reports with knitr and R Markdown Yihui Xie, RStudio 11/22/2014 @ UPenn, The Warren Center 1 of 46 1/15/15 2:18 PM Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... An appetizer Run the app below (your web browser may request access to your microphone). http://bit.ly/upenn-r-voice install.packages("shiny") Or just use this: https://yihui.shinyapps.io/voice/ 2/46 2 of 46 1/15/15 2:18 PM Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... Overview and Introduction 3 of 46 1/15/15 2:18 PM Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... I know you click, click, Ctrl+C and Ctrl+V 4/46 4 of 46 1/15/15 2:18 PM Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... But imagine you hear these words after you finished a project Please do that again! (sorry we made a mistake in the data, want to change a parameter, and yada yada) http://nooooooooooooooo.com 5/46 5 of 46 1/15/15 2:18 PM Reproducible Reports with knitr and R Markdown https://dl.dropboxusercontent.com/u/15335397/slides/2014-UPe... Basic ideas of dynamic documents · code + narratives = report · i.e. computing languages + authoring languages We built a linear regression model. -
Travels in TEX Land: Choosing a TEX Environment for Windows
The PracTEX Journal TPJ 2005 No 02, 2005-04-15 Rev. 2005-04-17 Travels in TEX Land: Choosing a TEX Environment for Windows David Walden The author of this column wanders through world of TEX, as a non-expert, reporting what he observes and learns, which hopefully will be interesting to other non-expert users of TEX. 1 Introduction This column recounts my experiences looking at and thinking about different ways TEX is set up for users to go through the document-composition to type- setting cycle (input and edit, compile, and view or print). First, I’ll describe my own experience randomly trying various TEX environments. I suspect that some other users have had a similar introduction to TEX; and perhaps other users have just used the environment that was available at their workplace or school. Then I’ll consider some categories for thinking about options in TEX setups. Last, I’ll suggest some follow-on steps. Since I use Microsoft Windows as my computer operating system, this note focuses on environments that are available for Windows.1 2 My random path to choosing a TEX environment 2 I started using TEX in the late 1990s. 1But see my offer in Section 4. 2 While I started using TEX, I switched from TEX to using LATEX as soon as I discovered LATEX existed. Since both TEX and LATEX are operated in the same way, I’ll mostly refer to TEX in this note, since that is the more basic system. c 2005 David C. Walden I don’t quite remember my first setup for trying TEX. -
The Gsemthesis Class∗
The gsemthesis class∗ Emmanuel Rousseaux [email protected] February 9, 2015 Abstract This article introduces the gsemthesis class for LATEX. The gsemthesis class is a PhD thesis template for the Geneva School of Economics and Management (GSEM), University of Geneva, Switzerland. The class provides utilities to easily set up the cover page, the front matter pages, the pages headers, etc. with respect to the official guidelines of the GSEM Faculty for writing PhD dissertations. This class is released under the LaTeX Project Public License version 1.3c. ∗This document corresponds to gsemthesis v0.9.4, dated 2015/02/09. 1 Contents 1 Introduction3 2 Usage 3 2.1 Requirements..................................3 2.2 Getting started.................................3 2.3 Configuring your editor to store files in UTF-8...............4 2.4 Writing the dissertation in French......................4 2.5 Configuring and printing the cover page...................4 2.6 Configuring and printing the front matter pages...............4 2.7 Introduction and conclusion..........................5 2.8 Bibliography..................................5 2.8.1 Configure TeXstudio to run biber...................5 2.8.2 Configure Texmaker to run biber...................5 2.8.3 Configure Rstudio/knitr to run biber.................5 2.8.4 Basic commands............................6 2.8.5 Using you own bibliography management configuration......6 2.9 Draft mode...................................6 2.10 Miscellaneous..................................6 3 Minimal working example7 4 Implementation8 4.1 Document properties..............................8 4.2 Colors......................................8 4.3 Graphics.....................................8 4.4 Link management................................9 4.5 Maths......................................9 4.6 Page headers management...........................9 4.7 Bibliography management........................... 10 4.8 Cover page.................................. -
R Markdown Cheat Sheet I
1. Workflow R Markdown is a format for writing reproducible, dynamic reports with R. Use it to embed R code and results into slideshows, pdfs, html documents, Word files and more. To make a report: R Markdown Cheat Sheet i. Open - Open a file that ii. Write - Write content with the iii. Embed - Embed R code that iv. Render - Replace R code with its output and transform learn more at rmarkdown.rstudio.com uses the .Rmd extension. easy to use R Markdown syntax creates output to include in the report the report into a slideshow, pdf, html or ms Word file. rmarkdown 0.2.50 Updated: 8/14 A report. A report. A report. A report. A plot: A plot: A plot: A plot: Microsoft .Rmd Word ```{r} ```{r} ```{r} = = hist(co2) hist(co2) hist(co2) ``` ``` Reveal.js ``` ioslides, Beamer 2. Open File Start by saving a text file with the extension .Rmd, or open 3. Markdown Next, write your report in plain text. Use markdown syntax to an RStudio Rmd template describe how to format text in the final report. syntax becomes • In the menu bar, click Plain text File ▶ New File ▶ R Markdown… End a line with two spaces to start a new paragraph. *italics* and _italics_ • A window will open. Select the class of output **bold** and __bold__ you would like to make with your .Rmd file superscript^2^ ~~strikethrough~~ • Select the specific type of output to make [link](www.rstudio.com) with the radio buttons (you can change this later) # Header 1 • Click OK ## Header 2 ### Header 3 #### Header 4 ##### Header 5 ###### Header 6 4. -
Latex in Twenty Four Hours
Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide A Short Presentation on Dilip Datta Department of Mechanical Engineering, Tezpur University, Assam, India E-mail: [email protected] / datta [email protected] URL: www.tezu.ernet.in/dmech/people/ddatta.htm Dilip Datta A Short Presentation on LATEX in 24 Hours (1/76) Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide Presentation plan • Introduction to LATEX Dilip Datta A Short Presentation on LATEX in 24 Hours (2/76) Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide Presentation plan • Introduction to LATEX • Fonts selection Dilip Datta A Short Presentation on LATEX in 24 Hours (2/76) Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide Presentation plan • Introduction to LATEX • Fonts selection • Texts formatting Dilip Datta A Short Presentation on LATEX in 24 Hours (2/76) Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide Presentation plan • Introduction to LATEX • Fonts selection • Texts formatting • Listing items Dilip Datta A Short Presentation on LATEX in 24 Hours (2/76) Plan Introduction Fonts Format Listing Tabbing Table Figure Equation Bibliography Article Thesis Slide Presentation plan • Introduction to LATEX • Fonts selection • Texts formatting • Listing items • Tabbing items Dilip Datta A Short Presentation on LATEX -
HGC: a Fast Hierarchical Graph-Based Clustering Method
Package ‘HGC’ September 27, 2021 Type Package Title A fast hierarchical graph-based clustering method Version 1.1.3 Description HGC (short for Hierarchical Graph-based Clustering) is an R package for conducting hierarchical clustering on large-scale single-cell RNA-seq (scRNA-seq) data. The key idea is to construct a dendrogram of cells on their shared nearest neighbor (SNN) graph. HGC provides functions for building graphs and for conducting hierarchical clustering on the graph. The users with old R version could visit https://github.com/XuegongLab/HGC/tree/HGC4oldRVersion to get HGC package built for R 3.6. License GPL-3 Encoding UTF-8 SystemRequirements C++11 Depends R (>= 4.1.0) Imports Rcpp (>= 1.0.0), RcppEigen(>= 0.3.2.0), Matrix, RANN, ape, dendextend, ggplot2, mclust, patchwork, dplyr, grDevices, methods, stats LinkingTo Rcpp, RcppEigen Suggests BiocStyle, rmarkdown, knitr, testthat (>= 3.0.0) VignetteBuilder knitr biocViews SingleCell, Software, Clustering, RNASeq, GraphAndNetwork, DNASeq Config/testthat/edition 3 NeedsCompilation yes git_url https://git.bioconductor.org/packages/HGC git_branch master git_last_commit 61622e7 git_last_commit_date 2021-07-06 Date/Publication 2021-09-27 1 2 CKNN.Construction Author Zou Ziheng [aut], Hua Kui [aut], XGlab [cre, cph] Maintainer XGlab <[email protected]> R topics documented: CKNN.Construction . .2 FindClusteringTree . .3 HGC.dendrogram . .4 HGC.parameter . .5 HGC.PlotARIs . .6 HGC.PlotDendrogram . .7 HGC.PlotParameter . .8 KNN.Construction . .9 MST.Construction . 10 PMST.Construction . 10 Pollen . 11 RNN.Construction . 12 SNN.Construction . 12 Index 14 CKNN.Construction Building Unweighted Continuous K Nearest Neighbor Graph Description This function builds a Continuous K Nearest Neighbor (CKNN) graph in the input feature space using Euclidean distance metric. -
Rmarkdown : : CHEAT SHEET RENDERED OUTPUT File Path to Output Document SOURCE EDITOR What Is Rmarkdown? 1
rmarkdown : : CHEAT SHEET RENDERED OUTPUT file path to output document SOURCE EDITOR What is rmarkdown? 1. New File Write with 5. Save and Render 6. Share find in document .Rmd files · Develop your code and publish to Markdown ideas side-by-side in a single rpubs.com, document. Run code as individual shinyapps.io, The syntax on the lef renders as the output on the right. chunks or as an entire document. set insert go to run code RStudio Connect Rmd preview code code chunk(s) Plain text. Plain text. Dynamic Documents · Knit together location chunk chunk show End a line with two spaces to End a line with two spaces to plots, tables, and results with outline start a new paragraph. start a new paragraph. narrative text. Render to a variety of 4. Set Output Format(s) Also end with a backslash\ Also end with a backslash formats like HTML, PDF, MS Word, or and Options reload document to make a new line. to make a new line. MS Powerpoint. *italics* and **bold** italics and bold Reproducible Research · Upload, link superscript^2^/subscript~2~ superscript2/subscript2 to, or attach your report to share. ~~strikethrough~~ strikethrough Anyone can read or run your code to 3. Write Text run all escaped: \* \_ \\ escaped: * _ \ reproduce your work. previous modify chunks endash: --, emdash: --- endash: –, emdash: — chunk run options current # Header 1 Header 1 chunk ## Header 2 Workflow ... Header 2 2. Embed Code ... 11. Open a new .Rmd file in the RStudio IDE by ###### Header 6 Header 6 going to File > New File > R Markdown. -
TEX Collection 2021
� https://tug.org/texcollection � AsTEX (French) CervanTEX (Spanish) proTEXt: an easy to install TEX system for MS Windows: based on MiKTEX, with the TEXstudio editor front-end. T X CSTUG (Czech/Slovak) Collection 2021 T X Live: a rich T X system to be installed on hard disk or a portable device E CT X (Chinese) E E E such as a USB stick. Comes with support for most modern systems, CyrTUG (Russian) including GNU/Linux, macOS, and Windows. DANTE (German) MacTEX: an easy to install TEX system for macOS: the full TEX Live DK-TUG (Danish) distribution, with the TEXShop front-end and other Mac tools. Estonian User Group CTAN: a snapshot of the Comprehensive TEX Archive Network, a set of 휀휙휏 (Greek) servers worldwide making TEX software publically available. DVD GuIT (Italian) GUST (Polish) proTEXt ist ein einfach zu installierendes TEX-System für MS Windows, basierend auf MiKTEX und TEXstudio als Editor. GUTenberg (French) TEX Live ist ein umfangreiches TEX-System zur Installation auf Festplatte GUTpt (Portuguese) oder einem portablen Medium, z. B. USB-Stick. Binaries für viele Platformen ÍsTEX (Icelandic) sind enthalten. ITALIC (Irish) MacTEX ist ein einfach zu installierendes TEX-System für macOS, mit einem DANTE KTUG (Korean) vollständigen TEX Live, sowie TEXShop als Editor und weiteren Programmen. www.dante.de CTAN ist ein weltweites Netzwerk von Servern für T X-Software. Auf der Lietuvos TEX’o Vartotojų E Grupė (Lithuanian) DVD befindet sich ein Abzug des deutschen CTAN-Knotens dante.ctan.org. MaTEX (Hungarian) O Nordic TEX Group gutenberg.eu.org proT Xt T X Live (Scandinavian) proTEXt : un système TEX pour Windows facile à installer, basé sur MikTEX E E avec l’éditeur T Xstudio. -
A Comparative Study of Methods for Bibliographies 290 Tugboat, Volume 32 (2011), No
TUGboat, Volume 32 (2011), No. 3 289 A comparative study of methods the features of these successive bibliography proces- for bibliographies sors. Finally, a synthesis is given in Section 3. As mentioned above, the present article only covers bib- Jean-Michel Hufflen liography processors used in conjunction with LATEX, Abstract it is complemented by [25] about bibliography proces- sors used in conjunction with ConTEXt [11], another First, we recall the successive steps of the task per- format built out of TEX. Reading this article only formed by a bibliography processor such as BibTEX. requires basic knowledge about LATEX and BibTEX. Then we sketch a brief history of the successive meth- Of course, the short descriptions we give hereafter ods and fashions of processing the bibliographies of do not aim to replace the complete documentation of (LA)T X documents. In particular, we show what is E the corresponding tools. Readers interested in typo- new in the LAT X 2 packages natbib, jurabib, and E " graphical conventions for bibliographies can consult biblatex. The problems unsolved or with difficult [4, Ch. 10] and [7, Ch. 15 & 16]. implementations are listed, and we show how other processors like Biber or Ml T X can help. Bib E 1 Tasks of a bibliography processor Keywords Bibliographies, bibliography proces- sors, bibliography styles, Tib, BibTEX, MlBibTEX, In this section, we summarise the tasks to be per- Biber, natbib package, jurabib package, biblatex pack- formed by a bibliography processor such as BibTEX. age, sorting bibliographies, updating bibliography Along the way, we give the terminology used through- database files. -
Shop Documentation Release 0.0.1
Shop Documentation Release 0.0.1 Fabian Affolter 04.07.2014 Inhaltsverzeichnis 1 Basics 3 1.1 Products.................................................3 1.2 Personas.................................................4 1.3 Use cases.................................................4 1.4 Design principles.............................................5 2 Web shop Design 7 2.1 General..................................................7 2.2 Layout..................................................7 2.3 Sitemap..................................................8 2.4 Main page................................................9 3 Style and design 11 3.1 Cascading Style Sheets.......................................... 11 3.2 Pages................................................... 11 4 Dynamics 13 4.1 Setup................................................... 13 4.2 Current year............................................... 13 4.3 Navigation Menu............................................. 13 4.4 List of Products.............................................. 14 4.5 Company details............................................. 15 5 External files 17 5.1 Navigation Menu............................................. 17 5.2 Header.................................................. 17 5.3 Footer................................................... 18 6 Input processing 19 6.1 “Buy Now” links............................................. 19 6.2 Select options............................................... 20 7 Javascript 21 7.1 Simple use case............................................. -
Installation De LATEX Sur Windows
Installation de LATEX sur Windows Mathieu Leroy-Lerêtre 9 janvier 2014 Résumé Ce document propose une façon simple d’obtenir un environnement LATEX fonc- tionnel sous Windows, basé sur la distribution MiKTEX. Elle repose sur l’utilisation de ProTEXt, qui est un « tout-en-un » contenant plusieurs outils (libres et gratuits) 1. Nous détaillons pas à pas le cheminement d’installation de MiKTEX, Ghostscript, GSview puis TeXstudio. 2 Avant de commencer S’assurer qu’il y a assez de place sur le disque dur : le tout occupera au final dans les 3 Go environ, mais il faut compter au moins autant d’espace pour le processus d’installation (i.e. téléchargement et désarchivage de l’exécutable). 1. Télécharger le fichier protext.exe (1:55 Go environ) : pour cela, aller sur la page http://www.tug.org/protext, cliquer sur « download the self-extracting pro- text.exe file » puis choisir protext.exe. Le téléchargement peut prendre plu- sieurs minutes. 2. Créer un dossier Protext sur le bureau. 3. Lancer le fichier protext.exe 3 : s’affiche alors la fenêtre d’extraction des fichiers d’installation. 4. Modifier le Destination folder : en cliquant sur Browse, sélectionner dans l’arbo- rescence le dossier Protext qui a été créé sur le bureau à l’étape no 2. 5. Cliquer sur Extract : il désarchive alors les fichiers nécessaires à l’installation dans le dossier Protext (compter encore 1:59 Go). Cela prend quelques minutes. Ce dossier et le fichier téléchargé pourront être supprimés une fois l’installation complètement terminée. 6. Aller dans ce dossier Protext et lancer le fichier Setup.exe : cela ouvre une petite fenêtre.