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wookai/paper-tips-and-tricks

Analysis updated 2026-07-03

3,716PythonAudience · researcherComplexity · 1/5Setup · easy

TLDR

A practical reference guide for writing academic papers in LaTeX, covering formatting habits, math notation conventions, figure creation with Matplotlib, and bibliography tips drawn from experienced researchers.

Mindmap

mindmap
  root((Paper Tips))
    Typesetting
      One sentence per line
      Table formatting
      Number and unit style
    Math notation
      Variables vs vectors
      Matrix convention
      Random variables
    Figures
      One script per figure
      PDF or PGF output
      Matplotlib config script
    Bibliography
      Back references
      Version control tips
    Audience
      Students
      Researchers
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Code map

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What do people build with it?

USE CASE 1

Set up a LaTeX writing workflow where one sentence per line makes version control diffs show exactly which sentence changed.

USE CASE 2

Generate publication-quality figures in Python using the included Matplotlib config script sized for standard journal column widths.

USE CASE 3

Establish a consistent math notation system for a paper that visually distinguishes variables, vectors, matrices, and random variables.

USE CASE 4

Format LaTeX tables with horizontal rules instead of grid lines to meet the style conventions of most academic journals.

What is it built with?

PythonLaTeXMatplotlib

How does it compare?

wookai/paper-tips-and-tricksatlanhq/camelotbytedance/byteps
Stars3,7163,7163,717
LanguagePythonPythonPython
Setup difficultyeasyeasyhard
Complexity1/52/54/5
Audienceresearcherdataresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

In plain English

This repository is a reference guide for researchers and students who write academic papers using LaTeX, which is a document preparation system widely used in science and engineering. The guide collects practical advice on formatting, notation, figures, and bibliography management, drawn from the authors' own experience. It is not a software tool but a curated set of guidelines, LaTeX code snippets, and example files. The typesetting section covers habits that make collaborative writing cleaner, such as putting one sentence per line in your source file so that version control tools show exactly which sentence changed in each edit. It also covers table formatting (using horizontal rules instead of vertical grid lines), number formatting (using a LaTeX package called siunitx to display units and large numbers consistently), and small typography details like preventing awkward line breaks between a label such as "Figure" and its number. The mathematical notation section recommends a consistent visual system for distinguishing variables, vectors, matrices, and random variables from one another, since mixing styles makes equations harder to follow. The bibliography section covers back-references, which let readers see which pages in the paper cite a given source. Figure creation gets its own detailed section. The advice is to write one script per data-driven figure, keep the script version-controlled alongside the paper, and generate figures as PDF or PGF files rather than low-resolution raster images. A Python helper script is included that configures Matplotlib, a popular Python charting library, to output figures sized and styled to match a typical journal column width. The repository is aimed at anyone writing a scientific paper for the first time, or anyone who has picked up inconsistent habits over the years and wants a structured reference to tighten their work. All examples are in the repository and can be copied directly into a LaTeX project.

Copy-paste prompts

Prompt 1
Using the wookai/paper-tips-and-tricks Matplotlib config script, generate a figure for my data sized to fit a standard IEEE journal column.
Prompt 2
Show me how to set up LaTeX bibliography back-references so readers can see which pages in the paper cite each source.
Prompt 3
What LaTeX packages does the paper-tips-and-tricks guide recommend for formatting numbers and physical units consistently?
Prompt 4
Set up a LaTeX project following the one-sentence-per-line convention so that git diff shows exactly which sentence I changed in each commit.
Prompt 5
How do I configure Matplotlib in Python to produce figures as PDF files that match the fonts and sizes of my LaTeX document?

Frequently asked questions

What is paper-tips-and-tricks?

A practical reference guide for writing academic papers in LaTeX, covering formatting habits, math notation conventions, figure creation with Matplotlib, and bibliography tips drawn from experienced researchers.

What language is paper-tips-and-tricks written in?

Mainly Python. The stack also includes Python, LaTeX, Matplotlib.

How hard is paper-tips-and-tricks to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is paper-tips-and-tricks for?

Mainly researcher.

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