Python package to perform enrichment analysis from omics data.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedecoupler is decoupler is an open-source project written in Python: Python package to perform enrichment analysis from omics data..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), scverse/decoupler has accumulated 301 GitHub stars and 39 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #16,196 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | scverse/decoupler ↗ |
|---|---|
| Primary Category | bioinformatics |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 301 stars · ⑂ 39 forks · #16,196 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 2 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: 93/100 · Grade A+Yes, decoupler is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (11 days ago). Supported by 301 stars and 39 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+5
STARS · LAST 30 DAYS
1
PER DAY
#2,189
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +5 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +1 | +10 |
decoupler gained 5 stars in the last 30 days, about 1 a day, and now has 301. It is about 5 years old and has averaged roughly 60 stars a year. It ranks #2,189 among Python repositories and #16,196 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#4441
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
decoupler has maintained a continuous presence across global trending indexes, peaking at #4441. Below is the 30-day activity profile:
💡 Overview
decoupler is an open-source project written in Python: Python package to perform enrichment analysis from omics data.
Engineered for speed, consistency, and developer ease, it solves common hurdles in bioinformatics, data-science, enrichment. 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 decoupler⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
decoupler 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 decoupler 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 BSD-3-Clause license.
🚀 Getting Started
Install decoupler using your package manager: `pip install decoupler`
Initialize your project workspace or configuration file for decoupler.
Import decoupler into your codebase or invoke it directly from your terminal.
Execute your test suite or run `decoupler --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
scverse/decoupler is currently ranked #16,196 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,163 | gosuda/portal-tunnel | Go | ★ 302 | Compare ↗ |
| #16,163 | rmyndharis/VSCodroid | Kotlin | ★ 302 | Compare ↗ |
| #16,163 | CannoliHQ/cannoli | Kotlin | ★ 302 | Compare ↗ |
| #16,163 | Clash-FX/ClashFX | Swift | ★ 302 | Compare ↗ |
| #16,163 | KofLang/Kof4j | Java | ★ 302 | Compare ↗ |
| #16,196 | scverse/decoupler This Project | Python | ★ 301 | |
| #16,196 | jnunemaker/happymapper | Ruby | ★ 301 | Compare ↗ |
| #16,196 | Schepp/CSS-JS-Booster | PHP | ★ 301 | Compare ↗ |
| #16,196 | remy/twitterlib | JavaScript | ★ 301 | Compare ↗ |
| #16,196 | rdp/specific_install | Ruby | ★ 301 | Compare ↗ |
| #16,196 | couchrest/couchrest_model | Ruby | ★ 301 | Compare ↗ |
Frequently Asked Questions
What does decoupler do? +
Python package to perform enrichment analysis from omics data.
Is decoupler actively maintained in 2026? +
Yes, decoupler is actively maintained. The latest code push was recorded on Nov 2, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 301 stars and 2 open issues.
What language is decoupler written in? +
The primary language is Python. Topics include: bioinformatics, data-science, enrichment, enrichment-analysis, numba.
How many stars does decoupler have? +
decoupler has 301 stars and 39 forks on GitHub.
How does decoupler rank among GitHub repositories? +
With 301 stars, scverse/decoupler is ranked #16,196 globally across all repositories tracked on GitHubRepo and #2,189 among Python projects.
What license is decoupler distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
