Quantum-Accelerators/quacc
quacc is a flexible platform for computational materials science and quantum chemistry that is built for the big data era.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#847
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
quacc gained 10 stars in the last 30 days, about 1 a day, and now has 294. It is about 5 years old and has averaged roughly 59 stars a year. It ranks #847 among Python repositories and #6,853 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#5674
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
quacc has maintained a continuous presence across global trending indexes, peaking at #5674. Below is the 30-day activity profile:
💡 Overview
quacc is an open-source project written in Python: quacc is a flexible platform for computational materials science and quantum chemistry that is built for the big data era.
Engineered for speed, consistency, and developer ease, it solves common hurdles in chemistry, computational-materials-science, database. 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 quacc⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
quacc 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
High-Throughput Storage
Persist and retrieve structured data records with minimal latency and high concurrency.
In-Memory Caching
Accelerate application response times by caching frequently queried database entities.
Analytical Queries
Run aggregate metrics and point lookups across large sets of records.
Distributed Replication
Synchronize state across multiple cluster nodes with strong consistency guarantees.
🚀 Getting Started
Install quacc using your package manager: `pip install quacc`
Initialize your project workspace or configuration file for quacc.
Import quacc into your codebase or invoke it directly from your terminal.
Execute your test suite or run `quacc --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
Quantum-Accelerators/quacc is currently ranked #6,853 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,845 | jQAssistant/jqassistant | Java | ★ 295 | Compare ↗ |
| #6,845 | rscarvalho/pyregex | CoffeeScript | ★ 295 | Compare ↗ |
| #6,845 | amatsuda/i18n_generators | Ruby | ★ 295 | Compare ↗ |
| #6,845 | openclaw/clickclack | Go | ★ 295 | Compare ↗ |
| #6,845 | FootprintAI/Containarium | Go | ★ 295 | Compare ↗ |
| #6,853 | Quantum-Accelerators/quacc This Project | Python | ★ 294 | |
| #6,853 | nsaintot/cdj3k-emu | Rust | ★ 294 | Compare ↗ |
| #6,853 | jazzband/django-authority | Python | ★ 294 | Compare ↗ |
| #6,853 | spring-guides/gs-serving-web-content | Java | ★ 294 | Compare ↗ |
| #6,853 | kubernetes-sigs/cloud-provider-azure | Go | ★ 294 | Compare ↗ |
| #6,853 | rderaison/bromure | Swift | ★ 294 | Compare ↗ |
Frequently Asked Questions
What does quacc do? +
quacc is a flexible platform for computational materials science and quantum chemistry that is built for the big data era.
What language is quacc written in? +
The primary language is Python. Topics include: chemistry, computational-materials-science, database, dft, high-throughput.
Is quacc actively maintained? +
Yes, the last recorded push was on Sep 30, 2026 with 17 open issues being tracked.
How many stars does quacc have? +
quacc has 294 stars and 80 forks on GitHub.
How does quacc rank among GitHub repositories? +
With 294 stars, Quantum-Accelerators/quacc is ranked #6,853 globally across all repositories tracked on GitHubRepo and #847 among Python projects.
What license is quacc distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
