marin-community/marin
Open-source framework for the research and development of foundation models.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemarin is marin is an open-source project written in Python: Open-source framework for the research and development of foundation models..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), marin-community/marin has accumulated 3,953 GitHub stars and 319 forks. It is written in Python, licensed under Apache-2.0, and ranks #3,516 globally. It is actively maintained with the latest commit recorded on Oct 15, 2026.”
| Repository | marin-community/marin ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 4K stars · ⑂ 319 forks · #3,516 globally |
| Maintenance | ● Active (Last commit: Oct 15, 2026) · 661 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 87/100 · Grade AYes, marin is actively maintained. Continuous telemetry recorded the last code commit on Oct 15, 2026 (29 days ago). Supported by 3,953 stars and 319 community forks, this repository holds a calculated health index of 87/100, reflecting regular maintenance (29 days ago) and active community feedback (661 open).
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_badge) [](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_badge) [](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_badge) [](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_badge) [](https://githubrepo.cloud/repo/marin-community/marin?utm_source=readme_badge)Momentum
+111
STARS · LAST 30 DAYS
4
PER DAY
#544
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +111 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +9 | +16 |
marin gained 111 stars in the last 30 days, about 4 a day, and now has 4K. It is about 3 years old and has averaged roughly 1.3K stars a year. It ranks #544 among Python repositories and #3,516 across all languages on GitHubRepo.
Trending Record
40
DAYS ON TRENDING
#428
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
marin has maintained a continuous presence across global trending indexes, peaking at #428. Below is the 30-day activity profile:
💡 Overview
marin is an open-source project written in Python: Open-source framework for the research and development of foundation models.
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 marin⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
marin 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 marin 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 marin using your package manager: `pip install marin`
Initialize your project workspace or configuration file for marin.
Import marin into your codebase or invoke it directly from your terminal.
Execute your test suite or run `marin --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
marin-community/marin is currently ranked #3,516 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,511 | jellyfin/jellyfin-web | JavaScript | ★ 4K | Compare ↗ |
| #3,512 | spotbugs/spotbugs | Java | ★ 4K | Compare ↗ |
| #3,512 | roboflow/trackers | Python | ★ 4K | Compare ↗ |
| #3,512 | DingTalk-Real-AI/dingtalk-workspace-cli | Go | ★ 4K | Compare ↗ |
| #3,515 | MeteorDevelopment/meteor-client | Java | ★ 4K | Compare ↗ |
| #3,516 | marin-community/marin This Project | Python | ★ 4K | |
| #3,516 | Nekogram/Nekogram | Java | ★ 4K | Compare ↗ |
| #3,518 | mesa/mesa | Python | ★ 4K | Compare ↗ |
| #3,518 | release-drafter/release-drafter | TypeScript | ★ 4K | Compare ↗ |
| #3,520 | ddev/ddev | Go | ★ 4K | Compare ↗ |
| #3,520 | nextcloud/desktop | C++ | ★ 4K | Compare ↗ |
Frequently Asked Questions
What does marin do? +
Open-source framework for the research and development of foundation models.
Is marin actively maintained in 2026? +
Yes, marin is actively maintained. The latest code push was recorded on Oct 15, 2026 (29 days ago). It holds a calculated Maintenance Health Score of 87/100 (A rating) with 3,953 stars and 661 open issues.
What language is marin written in? +
The primary language is Python. Topics include: software.
How many stars does marin have? +
marin has 3,953 stars and 319 forks on GitHub.
How does marin rank among GitHub repositories? +
With 3,953 stars, marin-community/marin is ranked #3,516 globally across all repositories tracked on GitHubRepo and #544 among Python projects.
What license is marin distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
