smartcorelib/smartcore
A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.
⚡ Executive Summary & Quick Facts
Authoritative Sourcesmartcore is smartcore is an open-source project written in Rust: A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles. ..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), smartcorelib/smartcore has accumulated 975 GitHub stars and 112 forks. It is written in Rust, licensed under Apache-2.0, and ranks #8,748 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | smartcorelib/smartcore ↗ |
|---|---|
| Primary Category | classification |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 975 stars · ⑂ 112 forks · #8,748 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 56 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, smartcore is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (10 days ago). Supported by 975 stars and 112 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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+24
STARS · LAST 30 DAYS
1
PER DAY
#853
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +24 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
smartcore gained 24 stars in the last 30 days, about 1 a day, and now has 975. It is about 8 years old and has averaged roughly 122 stars a year. It ranks #853 among Rust repositories and #8,748 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#10936
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
smartcore has maintained a continuous presence across global trending indexes, peaking at #10936. Below is the 30-day activity profile:
💡 Overview
smartcore is an open-source project written in Rust: A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles. .
Engineered for speed, consistency, and developer ease, it solves common hurdles in classification, clustering, machine-learning. 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 smartcore⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
smartcore 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 smartcore 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 smartcore using your package manager: `cargo install smartcore`
Initialize your project workspace or configuration file for smartcore.
Import smartcore into your codebase or invoke it directly from your terminal.
Execute your test suite or run `smartcore --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
smartcorelib/smartcore is currently ranked #8,748 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,743 | microsoft/vstest | C# | ★ 976 | Compare ↗ |
| #8,743 | kufu/smarthr-ui | TypeScript | ★ 976 | Compare ↗ |
| #8,743 | IReaderorg/IReader | Kotlin | ★ 976 | Compare ↗ |
| #8,743 | heyjunpenn/awesome-jev | Astro | ★ 976 | Compare ↗ |
| #8,743 | cloudflare/cf | TypeScript | ★ 976 | Compare ↗ |
| #8,748 | smartcorelib/smartcore This Project | Rust | ★ 975 | |
| #8,748 | gromacs/gromacs | C++ | ★ 975 | Compare ↗ |
| #8,748 | GNOME/gnome-shell | JavaScript | ★ 975 | Compare ↗ |
| #8,748 | rism-digital/verovio | C++ | ★ 975 | Compare ↗ |
| #8,748 | Steel-Foundation/SteelMC | Rust | ★ 975 | Compare ↗ |
| #8,753 | nwutils/Web2Executable | Python | ★ 974 | Compare ↗ |
Frequently Asked Questions
What does smartcore do? +
A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.
Is smartcore actively maintained in 2026? +
Yes, smartcore is actively maintained. The latest code push was recorded on Nov 2, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 975 stars and 56 open issues.
What language is smartcore written in? +
The primary language is Rust. Topics include: classification, clustering, machine-learning, machine-learning-algorithms, model-selection.
How many stars does smartcore have? +
smartcore has 975 stars and 112 forks on GitHub.
How does smartcore rank among GitHub repositories? +
With 975 stars, smartcorelib/smartcore is ranked #8,748 globally across all repositories tracked on GitHubRepo and #853 among Rust projects.
What license is smartcore distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
