Ruby/GSL extension implementing Brand's algorithm for incremental singular value decomposition.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#5,447
MOST-STARRED Ruby
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
incremental_svd gained 10 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 #5,447 among Ruby repositories and #21,838 across all languages on GitHubRepo.
Trending Record
19
DAYS ON TRENDING
#100
BEST RANK
Oct 8, 2009
FIRST APPEARANCE
Active
STATUS TODAY
incremental_svd has maintained a continuous presence across global trending indexes, peaking at #100. Below is the 30-day activity profile:
💡 Overview
incremental_svd is an open-source project written in Ruby: Ruby/GSL extension implementing Brand's algorithm for incremental singular value decomposition.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Ruby. 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 Ruby 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
$ git clone https://github.com/speedmax/incremental_svd.git
cd incremental_svd⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Ruby >= 3.1 with Bundler
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
incremental_svd coordinates its core functionality through a modular Ruby 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 incremental_svd into Ruby 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 incremental_svd using your package manager: `git clone https://github.com/speedmax/incremental_svd.git`
Initialize your project workspace or configuration file for incremental_svd.
Import incremental_svd into your codebase or invoke it directly from your terminal.
Execute your test suite or run `incremental_svd --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Ruby, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
speedmax/incremental_svd is currently ranked #21,838 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
| #19,727 | xman/utility | Shell | ★ 2 | Compare ↗ |
| #19,727 | locusf/monotooth | HTML | ★ 2 | Compare ↗ |
| #19,727 | morgs/poll-builder | Python | ★ 2 | Compare ↗ |
| #19,727 | daaku/tempdir | Ruby | ★ 2 | Compare ↗ |
| #19,727 | pdsphil/ruby-merlin | Ruby | ★ 2 | Compare ↗ |
| #21,838 | speedmax/incremental_svd This Project | Ruby | ★ 1 | |
| #21,838 | prepor/prepor-ru | PHP | ★ 1 | Compare ↗ |
| #21,838 | dfugere/flat_lady | Ruby | ★ 1 | Compare ↗ |
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Frequently Asked Questions
What does incremental_svd do? +
Ruby/GSL extension implementing Brand's algorithm for incremental singular value decomposition.
What language is incremental_svd written in? +
The primary language is Ruby. Topics include: software.
Is incremental_svd actively maintained? +
Yes, the last recorded push was on Jul 30, 2009 with 0 open issues being tracked.
How many stars does incremental_svd have? +
incremental_svd has 1 stars and 1 forks on GitHub.
How does incremental_svd rank among GitHub repositories? +
With 1 stars, speedmax/incremental_svd is ranked #21,838 globally across all repositories tracked on GitHubRepo and #5,447 among Ruby projects.
What license is incremental_svd distributed under? +
No SPDX license identified yet. Code without a license is subject to copyright by default.
