google-deepmind/lab2d
A customisable 2D platform for agent-based AI research
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+11
STARS · LAST 30 DAYS
1
PER DAY
#381
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +11 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
lab2d gained 11 stars in the last 30 days, about 1 a day, and now has 443. It is about 6 years old and has averaged roughly 74 stars a year. It ranks #381 among C++ repositories and #5,224 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#4381
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
lab2d has maintained a continuous presence across global trending indexes, peaking at #4381. Below is the 30-day activity profile:
💡 Overview
lab2d is an open-source project written in C++: A customisable 2D platform for agent-based AI research.
Engineered for speed, consistency, and developer ease, it solves common hurdles in artificial-intelligence, deep-learning, machine-learning. 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 C++ 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
$ git clone https://github.com/google-deepmind/lab2d.git
cd lab2d⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
lab2d coordinates its core functionality through a modular C++ 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 lab2d into C++ 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 lab2d using your package manager: `git clone https://github.com/google-deepmind/lab2d.git`
Initialize your project workspace or configuration file for lab2d.
Import lab2d into your codebase or invoke it directly from your terminal.
Execute your test suite or run `lab2d --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
google-deepmind/lab2d is currently ranked #5,224 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,219 | NethermindEth/juno | Go | ★ 444 | Compare ↗ |
| #5,219 | google/go-attestation | Go | ★ 444 | Compare ↗ |
| #5,219 | szellmann/visionaray | C++ | ★ 444 | Compare ↗ |
| #5,219 | ThomasHabets/arping | C | ★ 444 | Compare ↗ |
| #5,219 | relevance/tarantula | Ruby | ★ 444 | Compare ↗ |
| #5,224 | google-deepmind/lab2d This Project | C++ | ★ 443 | |
| #5,224 | marcandre/backports | Ruby | ★ 443 | Compare ↗ |
| #5,224 | awcodes/filament-curator | PHP | ★ 443 | Compare ↗ |
| #5,227 | h3pdesign/Neon-Vision-Editor | Swift | ★ 442 | Compare ↗ |
| #5,227 | yarpc/yarpc-go | Go | ★ 442 | Compare ↗ |
| #5,229 | lugia19/Claude-Usage-Extension | JavaScript | ★ 441 | Compare ↗ |
Frequently Asked Questions
What does lab2d do? +
A customisable 2D platform for agent-based AI research
What language is lab2d written in? +
The primary language is C++. Topics include: artificial-intelligence, deep-learning, machine-learning.
Is lab2d actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 4 open issues being tracked.
How many stars does lab2d have? +
lab2d has 443 stars and 59 forks on GitHub.
How does lab2d rank among GitHub repositories? +
With 443 stars, google-deepmind/lab2d is ranked #5,224 globally across all repositories tracked on GitHubRepo and #381 among C++ projects.
What license is lab2d distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
