<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Computational on The Augmented Scholar</title><link>https://augmentedscholars.com/tracks/computational/</link><description>Recent content in Computational on The Augmented Scholar</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 27 Jul 2026 17:22:58 +0400</lastBuildDate><atom:link href="https://augmentedscholars.com/tracks/computational/index.xml" rel="self" type="application/rss+xml"/><item><title>Inkscape — Free Vector Editor for Scientific Figures</title><link>https://augmentedscholars.com/tools/inkscape/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/inkscape/</guid><description>&lt;h2 id="what-inkscape-is"&gt;What Inkscape is&lt;/h2&gt;
&lt;p&gt;Inkscape is a free, open-source vector graphics editor. Its native format is SVG — an open W3C standard — and it does professionally what commercial vector editors do: precise shapes, paths, typography, layers, and export to every format a journal accepts.&lt;/p&gt;</description></item><item><title>Zotero — Free Reference Manager for Researchers</title><link>https://augmentedscholars.com/tools/zotero/</link><pubDate>Fri, 02 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/zotero/</guid><description>&lt;h2 id="what-zotero-is"&gt;What Zotero is&lt;/h2&gt;
&lt;p&gt;Zotero is a free, open-source reference manager that captures papers from your browser, stores their metadata and PDFs, and inserts formatted citations into whatever you write in. It is built by the Corporation for Digital Scholarship, a non-profit that grew out of the Roy Rosenzweig Center at George Mason University.&lt;/p&gt;</description></item><item><title>Obsidian — Markdown Notes You Own Forever</title><link>https://augmentedscholars.com/tools/obsidian/</link><pubDate>Sat, 03 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/obsidian/</guid><description>&lt;h2 id="what-obsidian-is"&gt;What Obsidian is&lt;/h2&gt;
&lt;p&gt;Obsidian is a note-taking application that operates directly on a folder of Markdown files — a &amp;ldquo;vault&amp;rdquo; — on your own disk. Notes link to each other with &lt;code&gt;[[wiki-style]]&lt;/code&gt; brackets, and the app builds a navigable graph of those connections. Everything beyond the basics comes from a large community plugin ecosystem.&lt;/p&gt;</description></item><item><title>VS Code — One Editor for LaTeX, Python, and Notes</title><link>https://augmentedscholars.com/tools/vscode/</link><pubDate>Sun, 04 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/vscode/</guid><description>&lt;h2 id="what-vs-code-is"&gt;What VS Code is&lt;/h2&gt;
&lt;p&gt;Visual Studio Code is a free, open-source code editor from Microsoft that has become the default text-editing environment across most of computing. It edits plain text files, and everything beyond that — language support, LaTeX compilation, notebook execution, Git integration — arrives through extensions you install.&lt;/p&gt;</description></item><item><title>Matplotlib — Publication-Quality Figures in Python</title><link>https://augmentedscholars.com/tools/matplotlib/</link><pubDate>Mon, 05 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/matplotlib/</guid><description>&lt;h2 id="what-matplotlib-is"&gt;What Matplotlib is&lt;/h2&gt;
&lt;p&gt;Matplotlib is the foundational plotting library for Python. Nearly every other Python visualisation tool — Seaborn, pandas&amp;rsquo; plotting methods, much of scikit-learn&amp;rsquo;s diagnostic output — is built on top of it, which means learning Matplotlib is learning the layer underneath most of the ecosystem.&lt;/p&gt;</description></item><item><title>Overleaf — Collaborative LaTeX in Your Browser</title><link>https://augmentedscholars.com/tools/overleaf/</link><pubDate>Tue, 06 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/overleaf/</guid><description>&lt;h2 id="what-overleaf-is"&gt;What Overleaf is&lt;/h2&gt;
&lt;p&gt;Overleaf is a browser-based LaTeX editor. You write in a text pane, the PDF compiles on Overleaf&amp;rsquo;s servers and appears beside it, and collaborators open the same project through a link and edit simultaneously.&lt;/p&gt;</description></item><item><title>Elicit — AI Literature Review and Data Extraction</title><link>https://augmentedscholars.com/tools/elicit/</link><pubDate>Wed, 07 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/elicit/</guid><description>&lt;h2 id="what-elicit-is"&gt;What Elicit is&lt;/h2&gt;
&lt;p&gt;Elicit is an AI research assistant purpose-built for literature work. You ask a research question in plain language; it retrieves real papers from a large academic corpus, and — the part that distinguishes it — extracts structured fields from each one into a table you can compare across: sample size, population, intervention, outcome measure, limitations.&lt;/p&gt;</description></item><item><title>ChatGPT — AI Assistant for Researchers, Reviewed</title><link>https://augmentedscholars.com/tools/chatgpt/</link><pubDate>Sat, 10 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/chatgpt/</guid><description>&lt;h2 id="what-chatgpt-is"&gt;What ChatGPT is&lt;/h2&gt;
&lt;p&gt;ChatGPT is OpenAI&amp;rsquo;s conversational AI assistant, and for most researchers it is the tool that made the whole category real. It drafts and rewrites text, explains concepts at whatever level you ask for, generates and debugs code, and — on paid tiers — runs Python in a sandbox against files you upload.&lt;/p&gt;</description></item><item><title>Perplexity — AI Search With Citations, Reviewed</title><link>https://augmentedscholars.com/tools/perplexity/</link><pubDate>Sun, 11 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/perplexity/</guid><description>&lt;h2 id="what-perplexity-is"&gt;What Perplexity is&lt;/h2&gt;
&lt;p&gt;Perplexity is an AI-powered search engine. You ask a question in ordinary language; it runs web searches, reads the results, and writes a synthesised answer with numbered citations back to the pages it used.&lt;/p&gt;</description></item><item><title>Research Rabbit — Free Paper Discovery and Mapping</title><link>https://augmentedscholars.com/tools/research-rabbit/</link><pubDate>Mon, 12 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/research-rabbit/</guid><description>&lt;h2 id="what-research-rabbit-is"&gt;What Research Rabbit is&lt;/h2&gt;
&lt;p&gt;Research Rabbit is a free literature discovery tool. You add papers you already know into a collection; it suggests related work, papers that cite them, papers they cite, and other authors working in the same space — and every paper you add refines what it suggests next.&lt;/p&gt;</description></item><item><title>Connected Papers — Visual Citation Map Tool</title><link>https://augmentedscholars.com/tools/connected-papers/</link><pubDate>Tue, 13 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/connected-papers/</guid><description>&lt;h2 id="what-connected-papers-is"&gt;What Connected Papers is&lt;/h2&gt;
&lt;p&gt;Connected Papers is a web tool that takes one paper — a DOI, a title, an arXiv ID — and draws a graph of the papers most similar to it. Nodes are papers, size reflects citation count, colour reflects publication year, and proximity reflects similarity.&lt;/p&gt;</description></item><item><title>GitHub — Version Control and Sharing for Research Code</title><link>https://augmentedscholars.com/tools/github/</link><pubDate>Wed, 14 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/github/</guid><description>&lt;h2 id="what-github-is"&gt;What GitHub is&lt;/h2&gt;
&lt;p&gt;GitHub is a hosting platform for Git repositories. Git records every change to a set of files as a permanent, inspectable history; GitHub puts that history on the internet with issues, review, automation, and a web interface on top.&lt;/p&gt;</description></item><item><title>Jupyter — Interactive Notebooks for Data Analysis</title><link>https://augmentedscholars.com/tools/jupyter/</link><pubDate>Thu, 15 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/jupyter/</guid><description>&lt;h2 id="what-jupyter-is"&gt;What Jupyter is&lt;/h2&gt;
&lt;p&gt;A Jupyter notebook is a document containing executable code cells and Markdown prose cells, interleaved, with each cell&amp;rsquo;s output — numbers, tables, plots — displayed inline beneath it. JupyterLab is the modern interface: a file browser, terminal, editor, and several notebooks side by side.&lt;/p&gt;</description></item><item><title>RStudio — The IDE for Statistical Research in R</title><link>https://augmentedscholars.com/tools/rstudio/</link><pubDate>Fri, 16 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/rstudio/</guid><description>&lt;h2 id="what-rstudio-is"&gt;What RStudio is&lt;/h2&gt;
&lt;p&gt;RStudio, now developed by Posit, is the integrated development environment for R. The layout has barely changed in a decade and does not need to: a script editor, a console, an environment pane listing every object currently in memory, and a plot pane showing your most recent figure.&lt;/p&gt;</description></item><item><title>Grammarly — Proofreading for Academic Writing</title><link>https://augmentedscholars.com/tools/grammarly/</link><pubDate>Sat, 17 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/grammarly/</guid><description>&lt;h2 id="what-grammarly-is"&gt;What Grammarly is&lt;/h2&gt;
&lt;p&gt;Grammarly is a writing assistant that checks grammar, punctuation, clarity, and tone. It runs as a browser extension that activates in essentially any text field, as a desktop application integrating with Word and Outlook, and as a mobile keyboard.&lt;/p&gt;</description></item><item><title>Canva — Conference Posters and Slides, Fast</title><link>https://augmentedscholars.com/tools/canva/</link><pubDate>Sun, 18 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/canva/</guid><description>&lt;h2 id="what-canva-is"&gt;What Canva is&lt;/h2&gt;
&lt;p&gt;Canva is a browser-based graphic design tool built around templates. You pick a layout, replace the placeholder text and images, and get something that looks professionally designed without having made any design decisions yourself.&lt;/p&gt;</description></item><item><title>diagrams.net — Free Flowcharts and PRISMA Diagrams</title><link>https://augmentedscholars.com/tools/diagrams-net/</link><pubDate>Mon, 19 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/diagrams-net/</guid><description>&lt;h2 id="what-diagramsnet-is"&gt;What diagrams.net is&lt;/h2&gt;
&lt;p&gt;diagrams.net — still widely called draw.io, and still using that extension — is a free diagramming application for flowcharts, structured diagrams, and anything built from shapes connected by lines. It runs in a browser or as a desktop application, and files save wherever you tell them to: local disk, Google Drive, OneDrive, or a Git repository.&lt;/p&gt;</description></item><item><title>Paperpile — Reference Manager for Google Docs</title><link>https://augmentedscholars.com/tools/paperpile/</link><pubDate>Tue, 20 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/paperpile/</guid><description>&lt;h2 id="what-paperpile-is"&gt;What Paperpile is&lt;/h2&gt;
&lt;p&gt;Paperpile is a paid reference manager that runs in the browser and stores your PDFs in your own Google Drive. It captures references from journal pages, organises them into folders and labels, and inserts citations into Google Docs, Word, or a &lt;code&gt;.bib&lt;/code&gt; file for LaTeX.&lt;/p&gt;</description></item><item><title>Pandoc — Convert Markdown, LaTeX, Word, and PDF</title><link>https://augmentedscholars.com/tools/pandoc/</link><pubDate>Wed, 21 Jan 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/pandoc/</guid><description>&lt;h2 id="what-pandoc-is"&gt;What Pandoc is&lt;/h2&gt;
&lt;p&gt;Pandoc is a command-line document converter. It reads Markdown, LaTeX, Word, HTML, reStructuredText, Jupyter notebooks, and a long list of others, and writes to an equally long list — including PDF via a LaTeX engine.&lt;/p&gt;</description></item><item><title>Mendeley — Elsevier's Reference Manager, Reviewed</title><link>https://augmentedscholars.com/tools/mendeley/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/mendeley/</guid><description>&lt;h2 id="what-mendeley-is"&gt;What Mendeley is&lt;/h2&gt;
&lt;p&gt;Mendeley is a reference manager that stores papers, annotates PDFs, syncs across devices, and inserts citations into Word. It is free with a 2 GB cloud allowance, which is why it became the default in a great many institutions that never formally chose a reference manager at all.&lt;/p&gt;</description></item><item><title>JabRef — Open-Source BibTeX Reference Manager</title><link>https://augmentedscholars.com/tools/jabref/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/jabref/</guid><description>&lt;h2 id="what-jabref-is"&gt;What JabRef is&lt;/h2&gt;
&lt;p&gt;JabRef is a free, open-source reference manager whose native storage format is the BibTeX &lt;code&gt;.bib&lt;/code&gt; file itself. There is no database, no proprietary container, and no export step: the file JabRef edits is the file your LaTeX document cites from.&lt;/p&gt;</description></item><item><title>Semantic Scholar — Free Academic Search and API</title><link>https://augmentedscholars.com/tools/semantic-scholar/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/semantic-scholar/</guid><description>&lt;h2 id="what-semantic-scholar-is"&gt;What Semantic Scholar is&lt;/h2&gt;
&lt;p&gt;Semantic Scholar is a free academic search engine and corpus built by the Allen Institute for AI. It indexes well over 200 million papers across disciplines, adds machine-generated one-sentence summaries called TLDRs, and exposes citation contexts showing how a paper is cited rather than only how often.&lt;/p&gt;</description></item><item><title>Litmaps — Citation Maps That Keep Watching</title><link>https://augmentedscholars.com/tools/litmaps/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/litmaps/</guid><description>&lt;h2 id="what-litmaps-is"&gt;What Litmaps is&lt;/h2&gt;
&lt;p&gt;Litmaps is a literature discovery tool that builds an interactive citation map from a set of seed papers you choose, then keeps re-running it. Papers appear as nodes positioned by publication date and citation connectivity, so a map reads left to right as a field developing over time.&lt;/p&gt;</description></item><item><title>scite — Citations That Show Support or Contradiction</title><link>https://augmentedscholars.com/tools/scite/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/scite/</guid><description>&lt;h2 id="what-scite-is"&gt;What scite is&lt;/h2&gt;
&lt;p&gt;scite is a citation analysis service that reads the sentences in which a paper is cited and classifies each one as supporting, mentioning, or contrasting the cited work. Instead of &amp;ldquo;842 citations&amp;rdquo;, you see a breakdown — supporting, contrasting, and the large neutral remainder — and you can read the citing sentence itself.&lt;/p&gt;</description></item><item><title>ASReview — Machine Learning Screening for Reviews</title><link>https://augmentedscholars.com/tools/asreview/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/asreview/</guid><description>&lt;h2 id="what-asreview-is"&gt;What ASReview is&lt;/h2&gt;
&lt;p&gt;ASReview is an open-source tool that applies active learning to title-and-abstract screening in systematic reviews. You import a deduplicated set of records, label a few as relevant and a few as irrelevant, and a classifier continuously reorders everything you have not yet seen so that the records most likely to be relevant come next.&lt;/p&gt;</description></item><item><title>TeXstudio — Free Desktop LaTeX Editor</title><link>https://augmentedscholars.com/tools/texstudio/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/texstudio/</guid><description>&lt;h2 id="what-texstudio-is"&gt;What TeXstudio is&lt;/h2&gt;
&lt;p&gt;TeXstudio is a free, open-source desktop editor built specifically for LaTeX. It provides a document structure view, syntax highlighting, inline preview of equations, autocompletion of commands and — importantly — of your own labels and citation keys, and an integrated PDF viewer with two-way navigation between source and output.&lt;/p&gt;</description></item><item><title>Typst — A Modern Alternative to LaTeX</title><link>https://augmentedscholars.com/tools/typst/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/typst/</guid><description>&lt;h2 id="what-typst-is"&gt;What Typst is&lt;/h2&gt;
&lt;p&gt;Typst is a typesetting system built as a modern replacement for LaTeX. It has its own markup language, a scripting system for templates and automation, a compiler written in Rust that renders in milliseconds, and a collaborative web app alongside a command-line tool.&lt;/p&gt;</description></item><item><title>Quarto — Reproducible Documents From One Source</title><link>https://augmentedscholars.com/tools/quarto/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/quarto/</guid><description>&lt;h2 id="what-quarto-is"&gt;What Quarto is&lt;/h2&gt;
&lt;p&gt;Quarto is an open-source publishing system from Posit, and the successor to R Markdown. A &lt;code&gt;.qmd&lt;/code&gt; file is plain-text Markdown with embedded code chunks; rendering it executes the code and produces a finished document — a journal-formatted PDF, a Word file for co-authors, an HTML page, a slide deck, or an entire website — from that single source.&lt;/p&gt;</description></item><item><title>DeepL — Translation for Academic Writing</title><link>https://augmentedscholars.com/tools/deepl/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/deepl/</guid><description>&lt;h2 id="what-deepl-is"&gt;What DeepL is&lt;/h2&gt;
&lt;p&gt;DeepL is a machine translation service, with a companion tool called DeepL Write that suggests improvements to text in a single language. It translates typed text, whole documents with formatting preserved, and works through a web interface, desktop apps, and an API.&lt;/p&gt;</description></item><item><title>LanguageTool — Grammar Checking You Can Self-Host</title><link>https://augmentedscholars.com/tools/languagetool/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/languagetool/</guid><description>&lt;h2 id="what-languagetool-is"&gt;What LanguageTool is&lt;/h2&gt;
&lt;p&gt;LanguageTool is a grammar, style, and typography checker covering more than thirty languages. The core engine is open source, which is the fact that distinguishes it from everything else in this category: you can run the entire checking server on your own machine or your institution&amp;rsquo;s, so no text ever leaves your control.&lt;/p&gt;</description></item><item><title>Notion — Shared Workspace and Databases for Labs</title><link>https://augmentedscholars.com/tools/notion/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/notion/</guid><description>&lt;h2 id="what-notion-is"&gt;What Notion is&lt;/h2&gt;
&lt;p&gt;Notion is a collaborative workspace that merges documents with databases. A page can contain text, and it can also contain a table of structured records — experiments, papers, samples, deadlines — that is simultaneously viewable as a board, a calendar, a gallery, or a filtered list, and that can relate to other tables.&lt;/p&gt;</description></item><item><title>Logseq — Outliner Notes With Block References</title><link>https://augmentedscholars.com/tools/logseq/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/logseq/</guid><description>&lt;h2 id="what-logseq-is"&gt;What Logseq is&lt;/h2&gt;
&lt;p&gt;Logseq is an open-source, local-first note application. Notes are Markdown or Org files in a folder you control, but the editing model is an outliner: everything is a bullet, bullets nest, and each individual bullet — a &lt;em&gt;block&lt;/em&gt; — can be referenced from anywhere else.&lt;/p&gt;</description></item><item><title>Zettlr — Markdown Writing With Zotero Citations</title><link>https://augmentedscholars.com/tools/zettlr/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/zettlr/</guid><description>&lt;h2 id="what-zettlr-is"&gt;What Zettlr is&lt;/h2&gt;
&lt;p&gt;Zettlr is a free, open-source Markdown editor written by an academic for academic writing. It edits plain-text files like any Markdown editor, and adds the two things that separate writing a paper from writing a blog post: live citation autocomplete from your reference library, and one-click export through &lt;a href="https://augmentedscholars.com/tools/pandoc/"&gt;Pandoc&lt;/a&gt; with a correctly formatted bibliography in your journal&amp;rsquo;s style.&lt;/p&gt;</description></item><item><title>Anki — Spaced Repetition for Researchers</title><link>https://augmentedscholars.com/tools/anki/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/anki/</guid><description>&lt;h2 id="what-anki-is"&gt;What Anki is&lt;/h2&gt;
&lt;p&gt;Anki is a flashcard program built on spaced repetition. You write cards with a prompt on one side and an answer on the other; Anki shows each card at expanding intervals — a day, then three, then a week, then a month — timed so that you review each fact just before you would have forgotten it, and rates your recall to adjust the next interval.&lt;/p&gt;</description></item><item><title>GitLab — Self-Hosted Git for Institutional Data</title><link>https://augmentedscholars.com/tools/gitlab/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/gitlab/</guid><description>&lt;h2 id="what-gitlab-is"&gt;What GitLab is&lt;/h2&gt;
&lt;p&gt;GitLab is a Git hosting and DevOps platform. Functionally it covers the same ground as &lt;a href="https://augmentedscholars.com/tools/github/"&gt;GitHub&lt;/a&gt; — repositories, branches, code review (called merge requests rather than pull requests), issues — with a mature continuous-integration system built in rather than bolted on.&lt;/p&gt;</description></item><item><title>Google Colab — Free GPU Notebooks in the Browser</title><link>https://augmentedscholars.com/tools/google-colab/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/google-colab/</guid><description>&lt;h2 id="what-google-colab-is"&gt;What Google Colab is&lt;/h2&gt;
&lt;p&gt;Colab is a hosted Jupyter notebook service. Notebooks run on Google&amp;rsquo;s machines rather than yours, in a browser, with common scientific libraries preinstalled and free access to a GPU or TPU when one is available.&lt;/p&gt;</description></item><item><title>PyCharm — Full Python IDE, Free for Academics</title><link>https://augmentedscholars.com/tools/pycharm/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/pycharm/</guid><description>&lt;h2 id="what-pycharm-is"&gt;What PyCharm is&lt;/h2&gt;
&lt;p&gt;PyCharm is JetBrains&amp;rsquo; integrated development environment for Python. Where &lt;a href="https://augmentedscholars.com/tools/vscode/"&gt;VS Code&lt;/a&gt; is an editor you assemble into an IDE through extensions, PyCharm ships as one coherent thing: debugger, profiler, test runner, refactoring engine, database client, and environment management, all configured and working together on first launch.&lt;/p&gt;</description></item><item><title>Docker — Containers for Reproducible Research</title><link>https://augmentedscholars.com/tools/docker/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/docker/</guid><description>&lt;h2 id="what-docker-is"&gt;What Docker is&lt;/h2&gt;
&lt;p&gt;Docker is a container platform. A container packages an application together with everything beneath it — system libraries, language runtime, every dependency — into an image that runs identically on any machine with Docker installed, isolated from whatever else that machine has.&lt;/p&gt;</description></item><item><title>Apptainer — Containers That HPC Clusters Allow</title><link>https://augmentedscholars.com/tools/apptainer/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/apptainer/</guid><description>&lt;h2 id="what-apptainer-is"&gt;What Apptainer is&lt;/h2&gt;
&lt;p&gt;Apptainer is a container system built for high-performance computing. It was called Singularity until the project moved to the Linux Foundation, and you will still meet both names on cluster documentation and in older papers.&lt;/p&gt;</description></item><item><title>Conda — Environments for Scientific Python and Beyond</title><link>https://augmentedscholars.com/tools/conda/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/conda/</guid><description>&lt;h2 id="what-conda-is"&gt;What Conda is&lt;/h2&gt;
&lt;p&gt;Conda is a cross-platform package and environment manager. It creates isolated environments and installs packages into them — but unlike Python-only tools, the packages it installs can be &lt;em&gt;anything&lt;/em&gt;: compiled C and Fortran libraries, CUDA toolkits, GDAL, R itself, command-line bioinformatics tools, compilers.&lt;/p&gt;</description></item><item><title>uv — Fast Python Environments With Lockfiles</title><link>https://augmentedscholars.com/tools/uv/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/uv/</guid><description>&lt;h2 id="what-uv-is"&gt;What uv is&lt;/h2&gt;
&lt;p&gt;uv is a Python package and project manager written in Rust, from Astral — the team behind the Ruff linter. It creates virtual environments, resolves and installs dependencies, manages Python versions, and produces a lockfile, all from one binary that installs without needing Python present first.&lt;/p&gt;</description></item><item><title>Snakemake — Reproducible Analysis Pipelines in Python</title><link>https://augmentedscholars.com/tools/snakemake/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/snakemake/</guid><description>&lt;h2 id="what-snakemake-is"&gt;What Snakemake is&lt;/h2&gt;
&lt;p&gt;Snakemake is a workflow management system with Python syntax. You write rules — each declaring its input files, its output files, and the command that turns one into the other — and Snakemake builds the dependency graph, works out what is out of date, and runs only that, in parallel where possible.&lt;/p&gt;</description></item><item><title>Nextflow — Scalable Pipelines and nf-core Genomics</title><link>https://augmentedscholars.com/tools/nextflow/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/nextflow/</guid><description>&lt;h2 id="what-nextflow-is"&gt;What Nextflow is&lt;/h2&gt;
&lt;p&gt;Nextflow is a workflow system built around dataflow: you define processes that consume and emit &lt;em&gt;channels&lt;/em&gt; of data, and the runtime schedules them as data becomes available. Each process can run in its own container, and an executor abstraction sends work to your laptop, a SLURM cluster, Kubernetes, or a cloud batch service with a configuration change rather than a rewrite.&lt;/p&gt;</description></item><item><title>DVC — Version Control for Data and Models</title><link>https://augmentedscholars.com/tools/dvc/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/dvc/</guid><description>&lt;h2 id="what-dvc-is"&gt;What DVC is&lt;/h2&gt;
&lt;p&gt;DVC — Data Version Control — extends Git&amp;rsquo;s model to files Git cannot handle. &lt;code&gt;dvc add data/raw/&lt;/code&gt; computes a checksum, writes a small pointer file that Git tracks, and moves the actual bytes to storage you configure: S3, a university NAS, an SSH server, Google Drive. Checking out an old commit and running &lt;code&gt;dvc pull&lt;/code&gt; restores exactly the data that existed at that commit.&lt;/p&gt;</description></item><item><title>Weights &amp; Biases — Experiment Tracking for ML Research</title><link>https://augmentedscholars.com/tools/wandb/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/wandb/</guid><description>&lt;h2 id="what-weights--biases-is"&gt;What Weights &amp;amp; Biases is&lt;/h2&gt;
&lt;p&gt;Weights &amp;amp; Biases is an experiment tracking platform for machine learning. A few lines added to a training script log every metric, hyperparameter, system statistic, and output artefact to a web dashboard where runs can be compared, filtered, grouped, and shared.&lt;/p&gt;</description></item><item><title>OSF — Preregistration and Open Science Projects</title><link>https://augmentedscholars.com/tools/osf/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/osf/</guid><description>&lt;h2 id="what-osf-is"&gt;What OSF is&lt;/h2&gt;
&lt;p&gt;The Open Science Framework is a free research platform from the Center for Open Science, a non-profit. It hosts projects — files, wikis, and collaborators — mints DOIs, serves preprints, connects to your existing storage, and, most importantly, produces preregistrations: timestamped, permanently uneditable records of what you planned to do before you did it.&lt;/p&gt;</description></item><item><title>Zenodo — Free Permanent DOIs for Research Outputs</title><link>https://augmentedscholars.com/tools/zenodo/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/zenodo/</guid><description>&lt;h2 id="what-zenodo-is"&gt;What Zenodo is&lt;/h2&gt;
&lt;p&gt;Zenodo is a general-purpose research repository operated by CERN and funded through European open-science programmes. You upload a research output of almost any kind — a dataset, a software release, a poster, a slide deck, a protocol, a set of negative results — and it issues a DOI and preserves the record.&lt;/p&gt;</description></item><item><title>Figshare — Institutional Repository for Research Outputs</title><link>https://augmentedscholars.com/tools/figshare/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/figshare/</guid><description>&lt;h2 id="what-figshare-is"&gt;What Figshare is&lt;/h2&gt;
&lt;p&gt;Figshare is a research repository that issues DOIs for datasets, figures, posters, presentations, and other outputs. It is a commercial product from Digital Science, and its distinctive business is institutional portals: universities license a branded Figshare instance that becomes their official repository, feeding deposits into research information systems and reporting automatically.&lt;/p&gt;</description></item><item><title>Excalidraw — Fast Sketch Diagrams for Thinking</title><link>https://augmentedscholars.com/tools/excalidraw/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/excalidraw/</guid><description>&lt;h2 id="what-excalidraw-is"&gt;What Excalidraw is&lt;/h2&gt;
&lt;p&gt;Excalidraw is an open-source virtual whiteboard. You open the page and draw — rectangles, arrows, text, freehand — and everything renders in a deliberately hand-sketched style, as though drawn with a marker.&lt;/p&gt;</description></item><item><title>Mermaid — Diagrams as Code in Markdown</title><link>https://augmentedscholars.com/tools/mermaid/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/mermaid/</guid><description>&lt;h2 id="what-mermaid-is"&gt;What Mermaid is&lt;/h2&gt;
&lt;p&gt;Mermaid is a text-based diagramming language. A few lines of indented syntax describe a flowchart, sequence diagram, entity relationship, Gantt chart, or state machine, and a renderer turns them into a picture. GitHub, GitLab, &lt;a href="https://augmentedscholars.com/tools/obsidian/"&gt;Obsidian&lt;/a&gt;, most documentation systems, and this site render it natively inside Markdown.&lt;/p&gt;</description></item><item><title>Plotly — Interactive Charts for Python and R</title><link>https://augmentedscholars.com/tools/plotly/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/plotly/</guid><description>&lt;h2 id="what-plotly-is"&gt;What Plotly is&lt;/h2&gt;
&lt;p&gt;Plotly is a charting library for Python, R, and JavaScript that renders figures as interactive HTML. A Plotly chart in a notebook or a web page responds to the reader: hover a point for exact values, drag to zoom into a cluster, click a legend entry to hide a series, rotate a three-dimensional surface.&lt;/p&gt;</description></item><item><title>Claude — AI Assistant for Whole-Document Work</title><link>https://augmentedscholars.com/tools/claude/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/claude/</guid><description>&lt;h2 id="what-claude-is"&gt;What Claude is&lt;/h2&gt;
&lt;p&gt;Claude is a general-purpose AI assistant built by Anthropic, available in a browser, desktop apps, and mobile. The current generation is the Claude 5 family — Opus for the hardest reasoning, Sonnet for everyday work at lower cost, and Haiku for speed.&lt;/p&gt;</description></item><item><title>Claude Code — AI Coding Agent for Your Repo</title><link>https://augmentedscholars.com/tools/claude-code/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/claude-code/</guid><description>&lt;h2 id="what-claude-code-is"&gt;What Claude Code is&lt;/h2&gt;
&lt;p&gt;Claude Code is Anthropic&amp;rsquo;s coding agent. It runs in your terminal, in a desktop app, in the browser, and as an extension for VS Code and JetBrains editors — and in every case it operates on a real project: reading your actual files, proposing edits, running your tests, and reading the failures.&lt;/p&gt;</description></item><item><title>NotebookLM — Chat With Your Own Sources</title><link>https://augmentedscholars.com/tools/notebooklm/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/notebooklm/</guid><description>&lt;h2 id="what-notebooklm-is"&gt;What NotebookLM is&lt;/h2&gt;
&lt;p&gt;NotebookLM is Google&amp;rsquo;s source-grounded AI assistant. You upload a set of documents — PDFs, Google Docs, pasted text, web pages, even videos — into a notebook, and then ask questions that it answers &lt;em&gt;only&lt;/em&gt; from those sources, with inline citations pointing to the specific passage each claim came from.&lt;/p&gt;</description></item><item><title>Ollama — Run Local LLMs on Your Own Hardware</title><link>https://augmentedscholars.com/tools/ollama/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/ollama/</guid><description>&lt;h2 id="what-ollama-is"&gt;What Ollama is&lt;/h2&gt;
&lt;p&gt;Ollama is a tool for running open-weight large language models on your own computer. One command downloads a model and starts serving it; another opens a chat with it. It runs on macOS, Linux, and Windows, and exposes an OpenAI-compatible HTTP API on localhost so existing scripts can point at it with a changed base URL and nothing else.&lt;/p&gt;</description></item><item><title>Hugging Face — Models, Datasets, and Demos Hub</title><link>https://augmentedscholars.com/tools/hugging-face/</link><pubDate>Fri, 17 Jul 2026 00:00:00 +0000</pubDate><guid>https://augmentedscholars.com/tools/hugging-face/</guid><description>&lt;h2 id="what-hugging-face-is"&gt;What Hugging Face is&lt;/h2&gt;
&lt;p&gt;Hugging Face is the hub for open machine learning. It hosts models, datasets, and interactive demos; it maintains the &lt;code&gt;transformers&lt;/code&gt; and &lt;code&gt;datasets&lt;/code&gt; libraries that load them in a line of code; and it provides Spaces, a free hosting service for running a demo of your method in a browser.&lt;/p&gt;</description></item></channel></rss>