irwin
libmelee
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| irwin | libmelee | |
|---|---|---|
| 57 | 3 | |
| 486 | 225 | |
| - | - | |
| 0.0 | 5.7 | |
| over 1 year ago | about 2 months ago | |
| Python | Python | |
| GNU Affero General Public License v3.0 | GNU Lesser General Public License v3.0 only |
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irwin
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How common is false banning in chess?
For Lichess, you can get some sort of idea from reading the code. If I remember correctly, there's some threshold for the site suspecting you of cheating based on a variety of simple metrics (accuracy, blurring, etc) and then it gets sent to machine learning tools to analyze (here is one of them, and here's another).
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Chess’s Governing Body Delays Report on Hans Cheating Scandal
Lichess is open source. Here is their anti-cheating code on github: https://github.com/clarkerubber/irwin
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Spotting a cheater: Stats analysis
Yeah Irwin is the old lichess model - here (https://github.com/clarkerubber/irwin) as well as the more maintained fork (https://github.com/lakinwecker/irwin/commits/master)
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Lichess - Cheaters, bots, AI-based human hybrid opponents
This is nonsense. They’re a free and open source nonprofit with no interest in commercial buyers. I’ve played on lichess for 3 years, over which time I’ve never encountered more than 1 cheater within 10 games (and normally much less than that). Because the website is open source, you can see the cheat detection they use. It’s not perfect — there is no perfect system — but it’s transparent and in my experience very good.
- A question for technologists: can we start an open-source cheat-detection engine that becomes the gold standard of cheat detection engines?
- Can we see the Lichess cheat detection stuff?
- Banned for cheating, appealed, denied. What now?
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Machine Learning for detecting anomalies in chess
Isnt't lichess' cheat detection an ML based system?
- Main Takeaways from the Chess.com Report
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Which site has better cheat detection?
What's this? It was given as an answer on a question about this on lichess https://github.com/clarkerubber/irwin
libmelee
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Tulpa advice wanted-- social media and video game bot design?
Libmelee (Super Smash Bros. Melee bot library that interfaces with Slippi rollback netplay): altf4/libmelee: Open Python 3 API for making your own Smash Bros: Melee AI that works with Slippi Online (github.com)
- New tool can uncover redacted, pixelated text to reveal sensitive data
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Who Approaches Me On Netplay? Slippi Stats Analysis
I used libmelee to do it. Processing took about 16 hours. It was basically all the replays I've ever played on netplay since it came out.
What are some alternatives?
nnue-pytorch - Stockfish NNUE (Chess evaluation) trainer in Pytorch
SmashBot - The AI that beats you at Melee
lichess-bot - A bridge between Lichess API and chess engines
ai-tools - Simple command-line AI chat assistant built using the OpenAI API
python-chess-annotator - Reads chess games in PGN format and adds annotations using an engine
showdown - A Pokemon Showdown Battle Bot written in Python
kaladin - Machine learning tool aimed at automating cheat detection using insights data.
Dino-Game-AI - A simple pygame dino game which can also be trained and played by a NEAT AI
anarchychess-bot - The (un)official Lichess bot of r/AnarchyChess. Plays the Ruy Lopez, always captures en passant, never plays rook a4, and plays ke2!!/ke7!! when possible.
altoclef - Plays block game
Auto-Chess - A chess bot that automatically calculates the best moves and plays them for you
Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros