malaria-atlas-project/generic-mbg
Wraps spatiotemporal models for count data in shell commands
⚡ Executive Summary & Quick Facts
Authoritative Sourcegeneric-mbg is generic-mbg is an open-source project written in Python: Wraps spatiotemporal models for count data in shell commands..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), malaria-atlas-project/generic-mbg has accumulated 2 GitHub stars and 3 forks. It is written in Python, licensed under Open Source, and ranks #34,577 globally. It is actively maintained with the latest commit recorded on Jan 31, 2012.”
| Repository | malaria-atlas-project/generic-mbg ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Open Source (Check repository LICENSE) |
| Community Traction | ★ 2 stars · ⑂ 3 forks · #34,577 globally |
| Maintenance | ● Active (Last commit: Jan 31, 2012) · 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: 53/100 · Grade DNote: generic-mbg displays slower maintenance activity. Continuous telemetry recorded the last code commit on Jan 31, 2012 (5386 days ago). Supported by 2 stars and 3 community forks, this repository holds a calculated health index of 53/100, reflecting dormant (5386 days since last push) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#4,287
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 |
generic-mbg gained 0 stars in the last 30 days, about 1 a day, and now has 2. It is about 17 years old and has averaged roughly 0 stars a year. It ranks #4,287 among Python repositories and #34,577 across all languages on GitHubRepo.
Trending Record
20
DAYS ON TRENDING
#100
BEST RANK
May 15, 2009
FIRST APPEARANCE
Active
STATUS TODAY
generic-mbg has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
generic-mbg is an open-source project written in Python: Wraps spatiotemporal models for count data in shell commands.
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 generic-mbg⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
generic-mbg 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 generic-mbg 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 source license.
🚀 Getting Started
Install generic-mbg using your package manager: `pip install generic-mbg`
Initialize your project workspace or configuration file for generic-mbg.
Import generic-mbg into your codebase or invoke it directly from your terminal.
Execute your test suite or run `generic-mbg --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
malaria-atlas-project/generic-mbg is currently ranked #34,577 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #32,561 | firal/Firal | PHP | ★ 3 | Compare ↗ |
| #32,561 | camping/reststop | Ruby | ★ 3 | Compare ↗ |
| #32,561 | elbandi/lighttpd | C | ★ 3 | Compare ↗ |
| #32,561 | KnobsAndSwitches/DataLib | Python | ★ 3 | Compare ↗ |
| #32,561 | spiritedflow/kupfer-connectables | Python | ★ 3 | Compare ↗ |
| #34,577 | malaria-atlas-project/generic-mbg This Project | Python | ★ 2 | |
| #34,577 | pdsphil/ruby-merlin | Ruby | ★ 2 | Compare ↗ |
| #34,577 | daaku/tempdir | Ruby | ★ 2 | Compare ↗ |
| #34,577 | morgs/poll-builder | Python | ★ 2 | Compare ↗ |
| #34,577 | locusf/monotooth | HTML | ★ 2 | Compare ↗ |
| #34,577 | xman/utility | Shell | ★ 2 | Compare ↗ |
Frequently Asked Questions
What does generic-mbg do? +
Wraps spatiotemporal models for count data in shell commands
Is generic-mbg actively maintained in 2026? +
Note: generic-mbg exhibits slower recent commit activity. The latest code push was recorded on Jan 31, 2012 (5386 days ago). It holds a calculated Maintenance Health Score of 53/100 (D rating) with 2 stars and 0 open issues.
What language is generic-mbg written in? +
The primary language is Python. Topics include: software.
How many stars does generic-mbg have? +
generic-mbg has 2 stars and 3 forks on GitHub.
How does generic-mbg rank among GitHub repositories? +
With 2 stars, malaria-atlas-project/generic-mbg is ranked #34,577 globally across all repositories tracked on GitHubRepo and #4,287 among Python projects.
What license is generic-mbg distributed under? +
No SPDX license identified yet. Code without a license is subject to copyright by default.
