# AMAP-ML/SocioReasoner

<https://repo.masters-masters.com/en/repos/AMAP-ML/SocioReasoner>

[Home](https://repo.masters-masters.com/en) › [AMAP-ML](https://repo.masters-masters.com/en/owners/AMAP-ML) › [SocioReasoner](https://repo.masters-masters.com/en/repos/AMAP-ML/SocioReasoner)

AMAP-ML/SocioReasoner has 178 stars on GitHub. Its RepoMasters card: Prototype tier. \[ICLR 26\] Official implementation of the paper "Urban Socio-Semantic…

| Field | Value |
| --- | --- |
| Owner | [AMAP-ML](https://repo.masters-masters.com/en/owners/AMAP-ML) |
| Stars | 178 |
| Forks | 4 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [AMAP-ML/SocioReasoner](https://github.com/AMAP-ML/SocioReasoner) |

## Repository

\[ICLR 26\] Official implementation of the paper "Urban Socio-Semantic Segmentation with Vision-Language Reasoning"

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

## More repos by AMAP-ML

- [AMAP-ML/SkillClaw · ★ 2,738 · Python · RC](https://repo.masters-masters.com/en/repos/AMAP-ML/SkillClaw)
- [AMAP-ML/LongHorizon-Harness · ★ 1,834 · Python · Beta](https://repo.masters-masters.com/en/repos/AMAP-ML/LongHorizon-Harness)
- [AMAP-ML/FluxText · ★ 920 · Python · Beta](https://repo.masters-masters.com/en/repos/AMAP-ML/FluxText)
- [AMAP-ML/DreamX-World · ★ 788 · Python · Beta](https://repo.masters-masters.com/en/repos/AMAP-ML/DreamX-World)
- [AMAP-ML/Tree-GRPO · ★ 409 · Python · Alpha](https://repo.masters-masters.com/en/repos/AMAP-ML/Tree-GRPO)
- [AMAP-ML/DreamX-Creator · ★ 318 · Python · Alpha](https://repo.masters-masters.com/en/repos/AMAP-ML/DreamX-Creator)

## Nearby in Python

- [leafjing/fairlendkit · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/leafjing/fairlendkit)
- [liguozheng-ac/japanese-speech-xray · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/liguozheng-ac/japanese-speech-xray)
- [black-forest-labs/flux-3-image-klein · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/black-forest-labs/flux-3-image-klein)
- [jbalogh/jingo · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/jbalogh/jingo)
- [turian/neural-language-model · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/turian/neural-language-model)
- [flupke/pypotrace · ★ 178 · Python · Prototype](https://repo.masters-masters.com/en/repos/flupke/pypotrace)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.