Metrics to evaluate quality and efficacy of synthetic datasets.
⚡ Executive Summary & Quick Facts
Authoritative SourceSDMetrics is SDMetrics is an open-source project written in Python: Metrics to evaluate quality and efficacy of synthetic datasets..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), sdv-dev/SDMetrics has accumulated 264 GitHub stars and 60 forks. It is written in Python, licensed under MIT, and ranks #16,949 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | sdv-dev/SDMetrics ↗ |
|---|---|
| Primary Category | metrics |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 264 stars · ⑂ 60 forks · #16,949 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 79 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, SDMetrics is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (10 days ago). Supported by 264 stars and 60 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
#2,239
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
SDMetrics gained 10 stars in the last 30 days, about 1 a day, and now has 264. It is about 7 years old and has averaged roughly 38 stars a year. It ranks #2,239 among Python repositories and #16,949 across all languages on GitHubRepo.
Trending Record
8
DAYS ON TRENDING
#15713
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
SDMetrics has maintained a continuous presence across global trending indexes, peaking at #15713. Below is the 30-day activity profile:
💡 Overview
SDMetrics is an open-source project written in Python: Metrics to evaluate quality and efficacy of synthetic datasets.
Engineered for speed, consistency, and developer ease, it solves common hurdles in metrics, quality, synthetic-data. 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 SDMetrics⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
SDMetrics 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 SDMetrics 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 MIT license.
🚀 Getting Started
Install SDMetrics using your package manager: `pip install SDMetrics`
Initialize your project workspace or configuration file for SDMetrics.
Import SDMetrics into your codebase or invoke it directly from your terminal.
Execute your test suite or run `SDMetrics --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
sdv-dev/SDMetrics is currently ranked #16,949 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,927 | DorianMazur/react-native-screen-choreography | TypeScript | ★ 265 | Compare ↗ |
| #16,927 | arandomhooman/hoomans-morphe-patches | Kotlin | ★ 265 | Compare ↗ |
| #16,927 | paulhe666/visualtex | C# | ★ 265 | Compare ↗ |
| #16,927 | ZJU-REAL/Polaris | Python | ★ 265 | Compare ↗ |
| #16,927 | LocalExile/LocalExile | C# | ★ 265 | Compare ↗ |
| #16,949 | sdv-dev/SDMetrics This Project | Python | ★ 264 | |
| #16,949 | technoweenie/permalink_fu | Ruby | ★ 264 | Compare ↗ |
| #16,949 | nipy/nitime | Python | ★ 264 | Compare ↗ |
| #16,949 | zac/dragkit | Objective-C | ★ 264 | Compare ↗ |
| #16,949 | savonrb/nori | Ruby | ★ 264 | Compare ↗ |
| #16,949 | danez/grunt-webpack | JavaScript | ★ 264 | Compare ↗ |
Frequently Asked Questions
What does SDMetrics do? +
Metrics to evaluate quality and efficacy of synthetic datasets.
Is SDMetrics actively maintained in 2026? +
Yes, SDMetrics 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 264 stars and 79 open issues.
What language is SDMetrics written in? +
The primary language is Python. Topics include: metrics, quality, synthetic-data.
How many stars does SDMetrics have? +
SDMetrics has 264 stars and 60 forks on GitHub.
How does SDMetrics rank among GitHub repositories? +
With 264 stars, sdv-dev/SDMetrics is ranked #16,949 globally across all repositories tracked on GitHubRepo and #2,239 among Python projects.
What license is SDMetrics distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
