skillratings
Elo-MMR
| skillratings | Elo-MMR | |
|---|---|---|
| 2 | 4 | |
| 36 | 157 | |
| - | - | |
| 4.7 | 0.0 | |
| 10 days ago | 4 months ago | |
| Rust | C++ | |
| Apache License 2.0 | MIT License |
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skillratings
Elo-MMR
- What ranking/rating system can I use for a highly chance based game?
-
Confessions of a Low rank Thanos Player
It is not. MMR is a system that is inherited from ELO in chess, you can read the full academic definition/breakdown on this paper https://github.com/EbTech/Elo-MMR/blob/master/paper/EloMMR.pdf if you are interested but in short is a series of Mathematical calculations and algorithms that create a number to represent players skill and use that number to match people of similar numbers. If there is a difference in the MMR between players then the underdog (the person with the lowest number) will increase their MMR by a large number since the system expected them to loose.
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Ranked Arenas’ new Elo-MMR system: How It Actually Works (whitepaper by EA)
The author of said paper also published an implementation of it in Rust on his GitHub: https://github.com/EbTech/Elo-MMR
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Implementing the Elo Rating System
For multiplayer games the recent Elo-MMR is even better (faster, provable guarantees):
[1] https://github.com/EbTech/Elo-MMR
[2] https://arxiv.org/abs/2101.00400
What are some alternatives?
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stan - Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
linfa - A Rust machine learning framework.
ZLUDA - CUDA on AMD GPUs
rab - Rusty Armor Builds - Monster Hunter Rise Armor Set Creation Tool
FlatBuffers - FlatBuffers: Memory Efficient Serialization Library
rust-algorithms - Common data structures and algorithms in Rust
DataStructures-Algorithms - This repo contains links of resources, theory subjects content and DSA questions & their solution for interview preparation from different websites like geeksforgeeks, leetcode, etc.
delaunator-rs - Fast 2D Delaunay triangulation in Rust. A port of Delaunator.
ProDBG - Debugging the way it's meant to be done
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
rvinecopulib - R interface to the vinecopulib C++ library