⚡ Executive Summary & Quick Facts
Authoritative Sourcedace is dace is an open-source project written in Python: DaCe - Data Centric Parallel Programming..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), spcl/dace has accumulated 596 GitHub stars and 165 forks. It is written in Python, licensed under BSD-3-Clause, and ranks #11,450 globally. It is actively maintained with the latest commit recorded on Oct 19, 2026.”
| Repository | spcl/dace ↗ |
|---|---|
| Primary Category | cuda |
| Language & Stack | Python |
| Software License | BSD-3-Clause |
| Community Traction | ★ 596 stars · ⑂ 165 forks · #11,450 globally |
| Maintenance | ● Active (Last commit: Oct 19, 2026) · 252 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: 87/100 · Grade AYes, dace is actively maintained. Continuous telemetry recorded the last code commit on Oct 19, 2026 (25 days ago). Supported by 596 stars and 165 community forks, this repository holds a calculated health index of 87/100, reflecting regular maintenance (25 days ago) and active community feedback (252 open).
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,585
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +1 | +10 |
dace gained 0 stars in the last 30 days, about 1 a day, and now has 596. It is about 8 years old and has averaged roughly 75 stars a year. It ranks #1,585 among Python repositories and #11,450 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#3461
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dace has maintained a continuous presence across global trending indexes, peaking at #3461. Below is the 30-day activity profile:
💡 Overview
dace is an open-source project written in Python: DaCe - Data Centric Parallel Programming.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cuda, fpga, high-level-synthesis. 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 dace⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dace 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 dace 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 dace using your package manager: `pip install dace`
Initialize your project workspace or configuration file for dace.
Import dace into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dace --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
spcl/dace is currently ranked #11,450 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,441 | elementary-swift/elementary-ui | Swift | ★ 597 | Compare ↗ |
| #11,441 | mardous/BoomingMusic | Kotlin | ★ 597 | Compare ↗ |
| #11,441 | bjzhou/PhotonCamera | Kotlin | ★ 597 | Compare ↗ |
| #11,441 | Dwinovo/minecraft-numen | Java | ★ 597 | Compare ↗ |
| #11,441 | flohoeller/affectui | TypeScript | ★ 597 | Compare ↗ |
| #11,450 | spcl/dace This Project | Python | ★ 596 | |
| #11,450 | ruby/psych | Ruby | ★ 596 | Compare ↗ |
| #11,450 | bitovi/documentjs | JavaScript | ★ 596 | Compare ↗ |
| #11,450 | Automattic/sensei | PHP | ★ 596 | Compare ↗ |
| #11,450 | exercism/ruby | Ruby | ★ 596 | Compare ↗ |
| #11,450 | vbguyny/ws4kp | JavaScript | ★ 596 | Compare ↗ |
Frequently Asked Questions
What does dace do? +
DaCe - Data Centric Parallel Programming
Is dace actively maintained in 2026? +
Yes, dace is actively maintained. The latest code push was recorded on Oct 19, 2026 (25 days ago). It holds a calculated Maintenance Health Score of 87/100 (A rating) with 596 stars and 252 open issues.
What language is dace written in? +
The primary language is Python. Topics include: cuda, fpga, high-level-synthesis, high-performance-computing, programming-language.
How many stars does dace have? +
dace has 596 stars and 165 forks on GitHub.
How does dace rank among GitHub repositories? +
With 596 stars, spcl/dace is ranked #11,450 globally across all repositories tracked on GitHubRepo and #1,585 among Python projects.
What license is dace distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
