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Techrul's projects: Different sports, different rankings, a site comparing ranking systems on the same tennis and CS2 results, and snackutils, a tiny Python utilities library.
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My website for the random bs I make.
Taken from the repository README
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Read the full README ↗My personal site and a home for my projects. Live at techrul.github.io.
I wanted to see what would happen if I ranked the same matches with different ranking systems. Same results, very different number ones. It covers tennis and CS2.
This is in fact vibe-coded, but that doesn't affect the accuracy of the rating systems.
| System | What it is |
|---|---|
| Elo | The classic chess rating. One number per player, which moves after every match. Can be inaccurate since it doesn't lower inactive players |
| Glicko-2 | Elo with a confidence range, by Mark Glickman (paper). |
| OpenSkill | A Bayesian rating built for teams, used here one-on-one (library). |
| VRS | Valve's CS2 Regional Standings, adjusted to work for tennis. It runs Valve's own code unchanged. A little goofy, probably don't use this as an actual representation of skill. |
All of them sit next to the official ATP rankings for tennis and Valve's own standings for CS2, where a team is a roster under Valve's three-of-five rule. Glicko-2 and OpenSkill also have a toggle for players who aren't playing: the textbook versions barely move someone who's out injured, so by default they slowly sink instead.
On the site:
It updates itself every morning. Data: match results from TennisMyLife, built on Jeff Sackmann's tennis data; prize money from Wikipedia; trophy photos from Wikimedia Commons; CS2 results from Liquipedia (CC BY-SA 3.0). Technical details are in HOW_IT_WORKS.md.
Other projects will show up here.
| Path | What it is |
|---|---|
site/index.html | The homepage |
site/rankings/ | The rankings site's pages |
scripts/ | The data pipeline that fetches results and builds the rankings |
.github/workflows/update.yml | Rebuilds and deploys the whole site every 3 hours with GitHub Actions |
A: Cause Catppuccin Mocha is my favorite theme.
Code: MIT. Rankings and stats shown on the site: CC BY-NC-SA 4.0, like the match data they're built from.
Not affiliated with the ATP, TennisMyLife or Valve. Built with help from Claude.