A convenient prior for covariance matrices in PyMC
⚡ Executive Summary & Quick Facts
Authoritative Sourcecovariance-prior is covariance-prior is an open-source project written in Python: A convenient prior for covariance matrices in PyMC..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), apatil/covariance-prior has accumulated 1 GitHub stars and 0 forks. It is written in Python, licensed under MIT, and ranks #37,660 globally. It is actively maintained with the latest commit recorded on Oct 20, 2009.”
| Repository | apatil/covariance-prior ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1 stars · ⑂ 0 forks · #37,660 globally |
| Maintenance | ● Active (Last commit: Oct 20, 2009) · 0 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: 58/100 · Grade DNote: covariance-prior displays slower maintenance activity. Continuous telemetry recorded the last code commit on Oct 20, 2009 (6219 days ago). Supported by 1 stars and 0 community forks, this repository holds a calculated health index of 58/100, reflecting dormant (6219 days since last push) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#4,565
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
covariance-prior gained 0 stars in the last 30 days, about 1 a day, and now has 1. It is about 17 years old and has averaged roughly 0 stars a year. It ranks #4,565 among Python repositories and #37,660 across all languages on GitHubRepo.
Trending Record
30
DAYS ON TRENDING
#16032
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
covariance-prior has maintained a continuous presence across global trending indexes, peaking at #16032. Below is the 30-day activity profile:
💡 Overview
covariance-prior is an open-source project written in Python: A convenient prior for covariance matrices in PyMC.
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 covariance-prior⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
covariance-prior 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 covariance-prior 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 MIT license.
🚀 Getting Started
Install covariance-prior using your package manager: `pip install covariance-prior`
Initialize your project workspace or configuration file for covariance-prior.
Import covariance-prior into your codebase or invoke it directly from your terminal.
Execute your test suite or run `covariance-prior --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
apatil/covariance-prior is currently ranked #37,660 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
| #34,577 | ProjectMoon/fbg | Java | ★ 2 | Compare ↗ |
| #34,577 | lysol/pglunchbox | Python | ★ 2 | Compare ↗ |
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| #34,577 | cdata/MaNGOSX | Objective-C | ★ 2 | Compare ↗ |
| #37,660 | apatil/covariance-prior This Project | Python | ★ 1 | |
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Frequently Asked Questions
What does covariance-prior do? +
A convenient prior for covariance matrices in PyMC
Is covariance-prior actively maintained in 2026? +
Note: covariance-prior exhibits slower recent commit activity. The latest code push was recorded on Oct 20, 2009 (6219 days ago). It holds a calculated Maintenance Health Score of 58/100 (D rating) with 1 stars and 0 open issues.
What language is covariance-prior written in? +
The primary language is Python. Topics include: software.
How many stars does covariance-prior have? +
covariance-prior has 1 stars and 0 forks on GitHub.
How does covariance-prior rank among GitHub repositories? +
With 1 stars, apatil/covariance-prior is ranked #37,660 globally across all repositories tracked on GitHubRepo and #4,565 among Python projects.
What license is covariance-prior distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
