[NeurIPS 26] Official implementation of the paper "Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes"
⚡ Executive Summary & Quick Facts
Authoritative SourceUrbex is Urbex is an open-source project written in Python: [NeurIPS 26] Official implementation of the paper "Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes"..
| Repository | AMAP-ML/Urbex ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 106 stars · ⑂ 6 forks · #18,920 globally |
| Maintenance | ● Active (Last commit: Oct 14, 2026) · 1 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,554
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Urbex gained 10 stars in the last 30 days, about 1 a day, and now has 106. It is about 1 year old and has averaged roughly 106 stars a year. It ranks #2,554 among Python repositories and #18,920 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#5986
BEST RANK
Oct 19, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Urbex has maintained a continuous presence across global trending indexes, peaking at #5986. Below is the 30-day activity profile:
💡 Overview
Urbex is an open-source project written in Python: [NeurIPS 26] Official implementation of the paper "Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes".
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install Urbex⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Urbex coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed Urbex into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install Urbex using your package manager: `pip install Urbex`
Initialize your project workspace or configuration file for Urbex.
Import Urbex into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Urbex --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
AMAP-ML/Urbex is currently ranked #18,920 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #18,849 | fabriciowth/cozmo-esp32 | C++ | ★ 107 | Compare ↗ |
| #18,849 | apromisedland/VLCoT | Python | ★ 107 | Compare ↗ |
| #18,849 | groundingpi/GroundingPI | Python | ★ 107 | Compare ↗ |
| #18,849 | VectifyAI/jev-doc-search | Python | ★ 107 | Compare ↗ |
| #18,849 | Ayi914/paperchecker | Python | ★ 107 | Compare ↗ |
| #18,920 | AMAP-ML/Urbex This Project | Python | ★ 106 | |
| #18,920 | lmarlow/gemedit | Ruby | ★ 106 | Compare ↗ |
| #18,920 | sunny/edith | PHP | ★ 106 | Compare ↗ |
| #18,920 | cjbottaro/app_config | Ruby | ★ 106 | Compare ↗ |
| #18,920 | jonleighton/date_input | JavaScript | ★ 106 | Compare ↗ |
| #18,920 | lig/pystardict | Python | ★ 106 | Compare ↗ |
Frequently Asked Questions
What does Urbex do? +
[NeurIPS 26] Official implementation of the paper "Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes"
What language is Urbex written in? +
The primary language is Python. Topics include: software.
Is Urbex actively maintained? +
Yes, the last recorded push was on Oct 14, 2026 with 1 open issues being tracked.
How many stars does Urbex have? +
Urbex has 106 stars and 6 forks on GitHub.
How does Urbex rank among GitHub repositories? +
With 106 stars, AMAP-ML/Urbex is ranked #18,920 globally across all repositories tracked on GitHubRepo and #2,554 among Python projects.
What license is Urbex distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
