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Minimal, text-first blog for paper reviews and notes. Built with Jekyll on GitHub Pages. Old-school Hacker News look — no JavaScript, no external CSS, one small stylesheet.

Adding a new post

Each post is one Markdown file in _posts/, named YYYY-MM-DD-title.md.

Easiest way (no local setup): open the repo on GitHub → _posts/Add file → Create new file → name it 2026-07-25-my-review.md → paste the template below → Commit changes. GitHub Pages rebuilds the site in ~1 minute.

Copy this template:

---
layout: post
title: "Paper Review N: <paper name>"
subtitle: "one-line summary"
tags: [efficiency, transformers]
---

[PAPER](https://arxiv.org/abs/xxxx.xxxxx)

Your review in Markdown. Headings, **bold**, lists, and images all work.

![alt text](https://link-to-image.png)

Only title is strictly required; subtitle and tags are optional but show up on the home list and tag pages. To upload an image, drag it into a GitHub issue or the file editor and paste the URL it gives you (that's how existing posts do it), or drop it in assets/img/ and link /assets/img/name.png.

Adding a materials entry

The sidebar's materials menu has four sections, each its own list of Markdown files (works just like paper reviews):

Section Folder Page URL
ML/DS _mlds/ /materials/ml-ds/
Math _math/ /materials/math/
Algos _algos/ /materials/algos/
Other _other/ /materials/other/

To add an entry, create a Markdown file in the matching folder (e.g. _mlds/gradient-boosting.md) with:

---
title: "Gradient boosting notes"
subtitle: "one-line summary (optional)"
date: 2026-07-25
---

Your content in Markdown.

It appears automatically on that section's page, newest first. No layout line needed — the folder sets it. (To rename a section or add another, edit the collections: block in _config.yml and the links in _includes/sidebar.html.)

Editing locally (optional)

bundle install
bundle exec jekyll serve   # http://localhost:4000

Where things live

  • assets/css/minimal.css — the entire look. Edit the variables at the top (--accent, --side-bg, --bg, --sidebar-w, fonts…) to restyle.
  • _includes/sidebar.html — the dark left rail: nav, materials menu, projects, and social links.
  • _layouts/home.html (paper-reviews list), post.html, materials-list.html (a section list), material.html (one entry), page.html, base.html (page shell).
  • _config.yml — site title, sidebar tagline, project-links, social-network-links, and the materials collections.

About

Deep learning & LLM write-ups, paper reviews, and notes: https://beksultansagyndyk.github.io/

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