A solver for mixed-integer nonlinear optimization problems
⚡ Executive Summary & Quick Facts
Authoritative SourceSHOT is SHOT is an open-source project written in C++: A solver for mixed-integer nonlinear optimization problems..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), coin-or/SHOT has accumulated 137 GitHub stars and 27 forks. It is written in C++, licensed under EPL-2.0, and ranks #22,985 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | coin-or/SHOT ↗ |
|---|---|
| Primary Category | global optimization |
| Language & Stack | C++ |
| Software License | EPL-2.0 |
| Community Traction | ★ 137 stars · ⑂ 27 forks · #22,985 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, SHOT is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (2 days ago). Supported by 137 stars and 27 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,771
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
SHOT gained 10 stars in the last 30 days, about 1 a day, and now has 137. It is about 8 years old and has averaged roughly 17 stars a year. It ranks #1,771 among C++ repositories and #22,985 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#21815
BEST RANK
Nov 11, 2026
FIRST APPEARANCE
Active
STATUS TODAY
SHOT has maintained a continuous presence across global trending indexes, peaking at #21815. Below is the 30-day activity profile:
💡 Overview
SHOT is an open-source project written in C++: A solver for mixed-integer nonlinear optimization problems.
Engineered for speed, consistency, and developer ease, it solves common hurdles in global-optimization, minlp, 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 C++ 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/coin-or/SHOT.git
cd SHOT⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
SHOT coordinates its core functionality through a modular C++ 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 SHOT into C++ 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 EPL-2.0 license.
🚀 Getting Started
Install SHOT using your package manager: `git clone https://github.com/coin-or/SHOT.git`
Initialize your project workspace or configuration file for SHOT.
Import SHOT into your codebase or invoke it directly from your terminal.
Execute your test suite or run `SHOT --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
coin-or/SHOT is currently ranked #22,985 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #22,915 | gabrielgreco1/TVmenubar-MacOS | Swift | ★ 138 | Compare ↗ |
| #22,915 | StopBanning/toaster | JavaScript | ★ 138 | Compare ↗ |
| #22,915 | undecuple/project-pyrrhus | Python | ★ 138 | Compare ↗ |
| #22,915 | sailab-ai/NablaMimic | Python | ★ 138 | Compare ↗ |
| #22,915 | Robbyant/lingbot-touch | Python | ★ 138 | Compare ↗ |
| #22,985 | coin-or/SHOT This Project | C++ | ★ 137 | |
| #22,985 | danwrong/low-pro-for-jquery | JavaScript | ★ 137 | Compare ↗ |
| #22,985 | pat/riddle | Ruby | ★ 137 | Compare ↗ |
| #22,985 | nakajima/sinatras-hat | Ruby | ★ 137 | Compare ↗ |
| #22,985 | arydjmal/to_xls | Ruby | ★ 137 | Compare ↗ |
| #22,985 | dayorbyte/MongoAlchemy | Python | ★ 137 | Compare ↗ |
Frequently Asked Questions
What does SHOT do? +
A solver for mixed-integer nonlinear optimization problems
Is SHOT actively maintained in 2026? +
Yes, SHOT is actively maintained. The latest code push was recorded on Nov 11, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 137 stars and 0 open issues.
What language is SHOT written in? +
The primary language is C++. Topics include: global-optimization, minlp, optimization, optimization-library, optimization-methods.
How many stars does SHOT have? +
SHOT has 137 stars and 27 forks on GitHub.
How does SHOT rank among GitHub repositories? +
With 137 stars, coin-or/SHOT is ranked #22,985 globally across all repositories tracked on GitHubRepo and #1,771 among C++ projects.
What license is SHOT distributed under? +
The repository reports a EPL-2.0 license. Always verify the repository LICENSE file for legal terms.
