Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
⚡ Executive Summary & Quick Facts
Authoritative SourceEGObox is EGObox is an open-source project written in Rust: Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), relf/EGObox has accumulated 194 GitHub stars and 14 forks. It is written in Rust, licensed under Apache-2.0, and ranks #19,544 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
| Repository | relf/EGObox ↗ |
|---|---|
| Primary Category | gaussian processes |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 194 stars · ⑂ 14 forks · #19,544 globally |
| Maintenance | ● Active (Last commit: Nov 12, 2026) · 20 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, EGObox is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (0 days ago). Supported by 194 stars and 14 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
#1,859
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
EGObox gained 10 stars in the last 30 days, about 1 a day, and now has 194. It is about 6 years old and has averaged roughly 32 stars a year. It ranks #1,859 among Rust repositories and #19,544 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#19908
BEST RANK
Nov 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
EGObox has maintained a continuous presence across global trending indexes, peaking at #19908. Below is the 30-day activity profile:
💡 Overview
EGObox is an open-source project written in Rust: Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods .
Engineered for speed, consistency, and developer ease, it solves common hurdles in gaussian-processes, global-optimization, latin-hypercube-sampling. 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 Rust 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
$ cargo install EGObox⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
EGObox coordinates its core functionality through a modular Rust 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 EGObox into Rust 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 Apache-2.0 license.
🚀 Getting Started
Install EGObox using your package manager: `cargo install EGObox`
Initialize your project workspace or configuration file for EGObox.
Import EGObox into your codebase or invoke it directly from your terminal.
Execute your test suite or run `EGObox --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
relf/EGObox is currently ranked #19,544 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,501 | fregacmols/RotaryCell | C++ | ★ 195 | Compare ↗ |
| #19,501 | umamoorg/umamo | Kotlin | ★ 195 | Compare ↗ |
| #19,501 | gebdag/gta2-rtx-remix | C++ | ★ 195 | Compare ↗ |
| #19,501 | mitkox/esf | Go | ★ 195 | Compare ↗ |
| #19,501 | theNetworkChuck/paperclip-guide | TypeScript | ★ 195 | Compare ↗ |
| #19,544 | relf/EGObox This Project | Rust | ★ 194 | |
| #19,544 | brosner/django-timezones | Python | ★ 194 | Compare ↗ |
| #19,544 | thumblemonks/smurf | Ruby | ★ 194 | Compare ↗ |
| #19,544 | patpadgett/corkscrew | Python | ★ 194 | Compare ↗ |
| #19,544 | sh1mmer/dnsserver.js | JavaScript | ★ 194 | Compare ↗ |
| #19,544 | sibartlett/Geo | C# | ★ 194 | Compare ↗ |
Frequently Asked Questions
What does EGObox do? +
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
Is EGObox actively maintained in 2026? +
Yes, EGObox is actively maintained. The latest code push was recorded on Nov 12, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 194 stars and 20 open issues.
What language is EGObox written in? +
The primary language is Rust. Topics include: gaussian-processes, global-optimization, latin-hypercube-sampling, mixture-of-experts, surrogate-models.
How many stars does EGObox have? +
EGObox has 194 stars and 14 forks on GitHub.
How does EGObox rank among GitHub repositories? +
With 194 stars, relf/EGObox is ranked #19,544 globally across all repositories tracked on GitHubRepo and #1,859 among Rust projects.
What license is EGObox distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
