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MirroS-Lab/Code-as-World

Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning

#Language model
Visit GitHub
Python
422
10
4 contributors
Apache License 2.0
website
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Momentum

How fast MirroS-Lab/Code-as-World is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 27 – Oct 19, 2026

Stars +395 in 54 days

050100
87

Forks +10 in 54 days

0123
3

Merged PRs 0 in 54 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 27Sep 3Sep 10Sep 17Sep 24Oct 1Oct 8Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Thu, Aug 27, 2026+0+00
Fri, Aug 28, 2026+13+10
Sat, Aug 29, 2026+38+00
Sun, Aug 30, 2026+34+00
Mon, Aug 31, 2026+82+00
Tue, Sep 1, 2026+87+30
Wed, Sep 2, 2026+16+10
Thu, Sep 3, 2026+10+00
Fri, Sep 4, 2026+2+10
Sat, Sep 5, 2026+3+00
Sun, Sep 6, 2026+7+00
Mon, Sep 7, 2026+3+00
Tue, Sep 8, 2026+7+00
Wed, Sep 9, 2026+7+00
Thu, Sep 10, 2026+7+00
Fri, Sep 11, 2026+1+00
Sat, Sep 12, 2026+5+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+2+00
Tue, Sep 15, 2026+3+00
Wed, Sep 16, 2026+6+00
Thu, Sep 17, 2026+2+00
Fri, Sep 18, 2026+1+10
Sat, Sep 19, 2026+3+00
Sun, Sep 20, 2026+1+00
Mon, Sep 21, 2026+2+00
Tue, Sep 22, 2026+1+00
Wed, Sep 23, 2026+3+10
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+1+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+2+00
Mon, Sep 28, 2026+5+10
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+1+00
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+1+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+1+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+1+00
Wed, Oct 7, 2026+1+10
Thu, Oct 8, 2026+1+00
Fri, Oct 9, 2026+5+00
Sat, Oct 10, 2026+6+00
Sun, Oct 11, 2026+4+00
Mon, Oct 12, 2026+7+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+2+00
Thu, Oct 15, 2026+3+00
Fri, Oct 16, 2026+2+00
Sat, Oct 17, 2026+1+00
Sun, Oct 18, 2026+2+00
Mon, Oct 19, 2026+0+00
Total+395+100
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 31 post
    • 如果视频不只用来预测下一帧,而是先被还原成可执行的物理程序呢? Code-as-World 用智能体反复生成、仿真和验证代码,把像素转成显式状态、动力学与机制。关键启发是:物理监督可以从“标注答案”变成“执行后验真”。仓库已含 4B/9B 本地推理、QuantiPhy 评测、兼容 OpenAI 的服务,以及 MuJoCo 弹道足球示例;运行需 CUDA 和 Python 3.10/3.11。

      Read full on X, posted by @vintcessun

      @vintcessun · x.com

  2. Sep 11 post
    • 📄 Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning by Hanyang Wang, Yimo Cai et al. Uses executable code as an explicit world model, then discovers it…

      Read full on X, posted by @papersdatacode

      @papersdatacode · x.com

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