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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,098
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
scico gained 10 stars in the last 30 days, about 1 a day, and now has 173. It is about 5 years old and has averaged roughly 35 stars a year. It ranks #1,098 among Python repositories and #8,997 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#7637
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
scico has maintained a continuous presence across global trending indexes, peaking at #7637. Below is the 30-day activity profile:
💡 Overview
scico is an open-source project written in Python: Scientific Computational Imaging COde.
Engineered for speed, consistency, and developer ease, it solves common hurdles in admm, computational-imaging, convex-optimization. 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 scico⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
scico 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 scico 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 scico using your package manager: `pip install scico`
Initialize your project workspace or configuration file for scico.
Import scico into your codebase or invoke it directly from your terminal.
Execute your test suite or run `scico --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
lanl/scico is currently ranked #8,997 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,977 | openpne/OpenPNE3 | PHP | ★ 174 | Compare ↗ |
| #8,977 | mvidner/ruby-dbus | Ruby | ★ 174 | Compare ↗ |
| #8,977 | karmi/localized_country_select | Ruby | ★ 174 | Compare ↗ |
| #8,977 | nowledge-co/hawdb | Rust | ★ 174 | Compare ↗ |
| #8,977 | reality-opened/openreality | Python | ★ 174 | Compare ↗ |
| #8,997 | lanl/scico This Project | Python | ★ 173 | |
| #8,997 | VAST-AI-Research/Mira-Scene | Python | ★ 173 | Compare ↗ |
| #8,997 | amosgyamfi/SwiftUI-Agent-Thinking-Text-Animations | Swift | ★ 173 | Compare ↗ |
| #8,997 | ZealanL/RocketSim | C++ | ★ 173 | Compare ↗ |
| #8,997 | ghuntley/underclass | Rust | ★ 173 | Compare ↗ |
| #8,997 | aykutalparslan/Telegram-Server | C# | ★ 173 | Compare ↗ |
Frequently Asked Questions
What does scico do? +
Scientific Computational Imaging COde
What language is scico written in? +
The primary language is Python. Topics include: admm, computational-imaging, convex-optimization, fista, inverse-problems.
Is scico actively maintained? +
Yes, the last recorded push was on Oct 1, 2026 with 19 open issues being tracked.
How many stars does scico have? +
scico has 173 stars and 24 forks on GitHub.
How does scico rank among GitHub repositories? +
With 173 stars, lanl/scico is ranked #8,997 globally across all repositories tracked on GitHubRepo and #1,098 among Python projects.
What license is scico distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
