IMPROVER is a library of algorithms for meteorological post-processing.
⚡ Executive Summary & Quick Facts
Authoritative Sourceimprover is improver is an open-source project written in Python: IMPROVER is a library of algorithms for meteorological post-processing..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), metoppv/improver has accumulated 129 GitHub stars and 103 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #23,657 globally. It is actively maintained with the latest commit recorded on Oct 14, 2026.”
| Repository | metoppv/improver ↗ |
|---|---|
| Primary Category | meteorology |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 129 stars · ⑂ 103 forks · #23,657 globally |
| Maintenance | ● Active (Last commit: Oct 14, 2026) · 66 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: 88/100 · Grade AYes, improver is actively maintained. Continuous telemetry recorded the last code commit on Oct 14, 2026 (29 days ago). Supported by 129 stars and 103 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (29 days ago) and healthy issue cadence.
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/metoppv/improver?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/metoppv/improver?utm_source=readme_badge) [](https://githubrepo.cloud/repo/metoppv/improver?utm_source=readme_badge) [](https://githubrepo.cloud/repo/metoppv/improver?utm_source=readme_badge) [](https://githubrepo.cloud/repo/metoppv/improver?utm_source=readme_badge) [](https://githubrepo.cloud/repo/metoppv/improver?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#3,193
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
improver gained 10 stars in the last 30 days, about 1 a day, and now has 129. It is about 10 years old and has averaged roughly 13 stars a year. It ranks #3,193 among Python repositories and #23,657 across all languages on GitHubRepo.
Trending Record
25
DAYS ON TRENDING
#14002
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
improver has maintained a continuous presence across global trending indexes, peaking at #14002. Below is the 30-day activity profile:
💡 Overview
improver is an open-source project written in Python: IMPROVER is a library of algorithms for meteorological post-processing.
Engineered for speed, consistency, and developer ease, it solves common hurdles in meteorology, python, weather. 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 improver⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
improver 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 improver 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 improver using your package manager: `pip install improver`
Initialize your project workspace or configuration file for improver.
Import improver into your codebase or invoke it directly from your terminal.
Execute your test suite or run `improver --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
metoppv/improver is currently ranked #23,657 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #23,569 | onurozcan/omux | Swift | ★ 130 | Compare ↗ |
| #23,569 | mstlvc/Radiance | C# | ★ 130 | Compare ↗ |
| #23,569 | JinJieBeWater/herdr-t3 | JavaScript | ★ 130 | Compare ↗ |
| #23,569 | kvistgaard/horoi | Python | ★ 130 | Compare ↗ |
| #23,569 | Obsidiantatrap/wow-forever-builds-waymark | Python | ★ 130 | Compare ↗ |
| #23,657 | metoppv/improver This Project | Python | ★ 129 | |
| #23,657 | peej/phpdoctor | PHP | ★ 129 | Compare ↗ |
| #23,657 | appoxy/simple_record | Ruby | ★ 129 | Compare ↗ |
| #23,657 | wireframe/backgrounded | Ruby | ★ 129 | Compare ↗ |
| #23,657 | hober/html5-el | Emacs Lisp | ★ 129 | Compare ↗ |
| #23,657 | sittercity/sprig | PHP | ★ 129 | Compare ↗ |
Frequently Asked Questions
What does improver do? +
IMPROVER is a library of algorithms for meteorological post-processing.
Is improver actively maintained in 2026? +
Yes, improver is actively maintained. The latest code push was recorded on Oct 14, 2026 (29 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 129 stars and 66 open issues.
What language is improver written in? +
The primary language is Python. Topics include: meteorology, python, weather.
How many stars does improver have? +
improver has 129 stars and 103 forks on GitHub.
How does improver rank among GitHub repositories? +
With 129 stars, metoppv/improver is ranked #23,657 globally across all repositories tracked on GitHubRepo and #3,193 among Python projects.
What license is improver distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
